{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Importing PulP solver\n",
    "from pulp import *"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Inputing the demand points\n",
    "demand_points=['Mina Salman','Larnaca Port','Port of Alexandria','Port of Bandar Abbas','Port of Umm Qasr','Port of Haifa','Port of Aqaba','Port of Shuwaikh','Port of Beirut','Port of Salalah','Port of Gaza','Port of Doha','Port of King Abdul Aziz','Port of Jeddah','Port of Latakia','Port of Mersin','Port of Jebel Ali','Port of Hodeidah']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Inputing the distances\n",
    "distance = dict(zip(demand_points,[dict(zip(demand_points, [0,1357.3222,1502.3222,380,356.9374,1177.3222,1233.0458,285.9374,1239.5253,174.9461,1260.3222,140,82.9374,918.7908,1374.4907,1410.3222,327,904.3502])),\n",
    "dict(zip(demand_points, [1357.3222,0,426,1685.739,1104.739,180,542.0412,1162.9377,138,1532.2683,207,1497.3222,1330.7564,1035,275,253.5098,1684.3222,1482])),\n",
    "dict(zip(demand_points, [1502.3222,426,0,1840.7564,1326.728,325,548.2183,1307.9377,395,1677.2683,242,1642.3222,1475.7564,1024,490,546,1829.3222,1517])),\n",
    "dict(zip(demand_points, [380,1685.739,1840.7564,0,581,1515.7564,1570.184,537,1547.739,554.9461,1598.7564,355,365,1259.1688,1604.758,1693.758,173,1155.4128])),\n",
    "dict(zip(demand_points, [356.9374,1104.739,1326.728,581,0,1001.728,1108.3654,71,966.739,531.8835,1084.728,490,274,1063.6569,1023.758,1112.758,606,689.4128])),\n",
    "dict(zip(demand_points, [1177.3222,180,325,1515.7564,1001.728,0,362.0412,982.9377,81,1352.2683,83,1317.3222,1150.7564,911,237,233,1504.3222,1358])),\n",
    "dict(zip(demand_points, [1233.0458,542.0412,548.2183,1570.184,1108.3654,362.0412,0,1037.3654,443.0412,1407.9919,445.0412,1373.0458,1205.184,571,599.0412,595.0412,1560.0458,1110])),\n",
    "dict(zip(demand_points, [285.9374,1162.9377,1307.9377,537,71,982.9377,1037.3654,0,1030.8859,460.8835,1065.9377,421,203,992.6569,1088.5533,1177.5533,562,618.4128])),\n",
    "dict(zip(demand_points, [1239.5253,138,395,1547.739,966.739,81,443.0412,1030.8859,0,1414.4714,153,1379.5253,1216.1991,981,185.4752,191,1566.5253,1428])),\n",
    "dict(zip(demand_points, [174.9461,1532.2683,1677.2683,554.9461,531.8835,1352.2683,1407.9919,460.8835,1414.4714,0,1435.2683,314.9461,257.8835,1093.7369,1549.4368,1585.2683,501.9461,833])),\n",
    "dict(zip(demand_points, [1260.3222,207,242,1598.7564,1084.728,83,445.0412,1065.9377,153,1435.2683,0,1400.3222,1233.7564,828,248,316,1587.3222,1275])),\n",
    "dict(zip(demand_points, [140,1497.3222,1642.3222,355,490,1317.3222,1373.0458,421,1379.5253,314.9461,1400.3222,0,219,1044.4928,1509.5533,1550.3222,187,1039.4128])),\n",
    "dict(zip(demand_points, [82.9374,1330.7564,1475.7564,365,274,1150.7564,1205.184,203,1216.1991,257.8835,1233.7564,219,0,894.1688,1291.5533,1380.5533,389,821.4128])),\n",
    "dict(zip(demand_points, [918.7908,1035,1024,1259.1688,1063.6569,911,571,992.6569,981,1093.7369,828,1044.4928,894.1688,0,1076,1144,1231.102,539])),\n",
    "dict(zip(demand_points, [1374.4907,275,490,1604.758,1023.758,237,599.0412,1088.5533,185.4752,1549.4368,248,1509.5533,1291.5533,1076,0,89,1629.758,1523])),\n",
    "dict(zip(demand_points, [1410.3222,253.5098,546,1693.758,1112.758,233,595.0412,1177.5533,191,1585.2683,316,1550.3222,1380.5533,1144,89,0,1718.758,1591])),\n",
    "dict(zip(demand_points, [327,1684.3222,1829.3222,173,606,1504.3222,1560.0458,562,1566.5253,501.9461,1587.3222,187,389,1231.102,1629.758,1718.758,0,1180.4128])),\n",
    "dict(zip(demand_points, [904.3502,1482,1517,1155.4128,689.4128,1358,1110,618.4128,1428,833,1275,1039.4128,821.4128,539,1523,1591,1180.4128,0]))]))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Constraint"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "vehicle_demands=dict(zip(demand_points, [50406.42,19249.25,209460.93,143732.62,206235.10,208650.15,102409.85,126672.23,47482.47,143034.01,10817.09,52803.99,243021.65,243021.65,28787.50,127118.55,470491.88,15342.11]))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Decision Variables\n",
    "X = LpVariable.dicts('X%s%s', (demand_points,demand_points),\n",
    "                     cat = 'Binary',\n",
    "                     lowBound = 0,\n",
    "                     upBound = 1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Setting up the minimization problem\n",
    "\n",
    "prob=LpProblem ('P Median',LpMinimize)\n",
    "prob+= sum(sum(vehicle_demands[j]*distance[i][j]*X[i][j] for j in demand_points)for i in demand_points)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "P Median:\n",
       "MINIMIZE\n",
       "68417752.888524*XLarnaca_PortMina_Salman + 89230356.17999999*XLarnaca_PortPort_of_Alexandria + 55510357.98582*XLarnaca_PortPort_of_Aqaba + 242295683.10617998*XLarnaca_PortPort_of_Bandar_Abbas + 6552580.86*XLarnaca_PortPort_of_Beirut + 79064586.475578*XLarnaca_PortPort_of_Doha + 2239137.63*XLarnaca_PortPort_of_Gaza + 37557027.0*XLarnaca_PortPort_of_Haifa + 22737007.02*XLarnaca_PortPort_of_Hodeidah + 792459918.403736*XLarnaca_PortPort_of_Jebel_Ali + 251527407.75*XLarnaca_PortPort_of_Jeddah + 323402616.07606*XLarnaca_PortPort_of_King_Abdul_Aziz + 7916562.5*XLarnaca_PortPort_of_Latakia + 32225798.18679*XLarnaca_PortPort_of_Mersin + 219166479.344883*XLarnaca_PortPort_of_Salalah + 147311911.810071*XLarnaca_PortPort_of_Shuwaikh + 227835958.1389*XLarnaca_PortPort_of_Umm_Qasr + 26127434.35835*XMina_SalmanLarnaca_Port + 314677805.171646*XMina_SalmanPort_of_Alexandria + 126276035.42113002*XMina_SalmanPort_of_Aqaba + 54618395.6*XMina_SalmanPort_of_Bandar_Abbas + 58855722.871491*XMina_SalmanPort_of_Beirut + 7392558.6*XMina_SalmanPort_of_Doha + 13633018.666398*XMina_SalmanPort_of_Gaza + 245648453.62833*XMina_SalmanPort_of_Haifa + 13874640.246922*XMina_SalmanPort_of_Hodeidah + 153850844.76*XMina_SalmanPort_of_Jebel_Ali + 223286056.22081998*XMina_SalmanPort_of_Jeddah + 20155583.79471*XMina_SalmanPort_of_King_Abdul_Aziz + 39568151.026250005*XMina_SalmanPort_of_Latakia + 179278113.09681*XMina_SalmanPort_of_Mersin + 25023242.216861002*XMina_SalmanPort_of_Salalah + 36220328.098402*XMina_SalmanPort_of_Shuwaikh + 73613020.38274*XMina_SalmanPort_of_Umm_Qasr + 8200180.5*XPort_of_AlexandriaLarnaca_Port + 75726683.788524*XPort_of_AlexandriaMina_Salman + 56142953.870255*XPort_of_AlexandriaPort_of_Aqaba + 264576740.153768*XPort_of_AlexandriaPort_of_Bandar_Abbas + 18755575.650000002*XPort_of_AlexandriaPort_of_Beirut + 86721165.025578*XPort_of_AlexandriaPort_of_Doha + 2617735.7800000003*XPort_of_AlexandriaPort_of_Gaza + 67811298.75*XPort_of_AlexandriaPort_of_Haifa + 23273980.87*XPort_of_AlexandriaPort_of_Hodeidah + 860681241.003736*XPort_of_AlexandriaPort_of_Jebel_Ali + 248854169.6*XPort_of_AlexandriaPort_of_Jeddah + 358640755.32606*XPort_of_AlexandriaPort_of_King_Abdul_Aziz + 14105875.0*XPort_of_AlexandriaPort_of_Latakia + 69406728.3*XPort_of_AlexandriaPort_of_Mersin + 239906410.794883*XPort_of_AlexandriaPort_of_Salalah + 165679385.160071*XPort_of_AlexandriaPort_of_Shuwaikh + 273617881.75280005*XPort_of_AlexandriaPort_of_Umm_Qasr + 10433886.5691*XPort_of_AqabaLarnaca_Port + 62153424.474036*XPort_of_AqabaMina_Salman + 114830314.961019*XPort_of_AqabaPort_of_Alexandria + 225686660.20207998*XPort_of_AqabaPort_of_Bandar_Abbas + 21036690.487764*XPort_of_AqabaPort_of_Beirut + 72502296.692742*XPort_of_AqabaPort_of_Doha + 4814050.7141080005*XPort_of_AqabaPort_of_Gaza + 75539950.68618*XPort_of_AqabaPort_of_Haifa + 17029742.1*XPort_of_AqabaPort_of_Hodeidah + 733988881.328104*XPort_of_AqabaPort_of_Jebel_Ali + 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+ 130584615.828557*XPort_of_BeirutPort_of_Shuwaikh + 199375514.3389*XPort_of_BeirutPort_of_Umm_Qasr + 28822329.35835*XPort_of_DohaLarnaca_Port + 7056898.8*XPort_of_DohaMina_Salman + 344002335.371646*XPort_of_DohaPort_of_Alexandria + 140613414.42113003*XPort_of_DohaPort_of_Aqaba + 51025080.1*XPort_of_DohaPort_of_Bandar_Abbas + 65503268.671491005*XPort_of_DohaPort_of_Beirut + 15147411.266398001*XPort_of_DohaPort_of_Gaza + 274859474.62833*XPort_of_DohaPort_of_Haifa + 15946785.513008002*XPort_of_DohaPort_of_Hodeidah + 87981981.56*XPort_of_DohaPort_of_Jebel_Ali + 253834363.66911998*XPort_of_DohaPort_of_Jeddah + 53221741.35*XPort_of_DohaPort_of_King_Abdul_Aziz + 43456265.62375*XPort_of_DohaPort_of_Latakia + 197074710.09681*XPort_of_DohaPort_of_Mersin + 45048003.616861*XPort_of_DohaPort_of_Salalah + 53329008.83*XPort_of_DohaPort_of_Shuwaikh + 101055199.0*XPort_of_DohaPort_of_Umm_Qasr + 3984594.75*XPort_of_GazaLarnaca_Port + 63528330.148524*XPort_of_GazaMina_Salman + 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94535421.85*XPort_of_Jebel_AliPort_of_King_Abdul_Aziz + 46916658.425000004*XPort_of_Jebel_AliPort_of_Latakia + 218486024.76090002*XPort_of_Jebel_AliPort_of_Mersin + 71795363.486861*XPort_of_Jebel_AliPort_of_Salalah + 71189793.25999999*XPort_of_Jebel_AliPort_of_Shuwaikh + 124978470.60000001*XPort_of_Jebel_AliPort_of_Umm_Qasr + 19922973.75*XPort_of_JeddahLarnaca_Port + 46312954.956935994*XPort_of_JeddahMina_Salman + 214487992.32*XPort_of_JeddahPort_of_Alexandria + 58476024.35*XPort_of_JeddahPort_of_Aqaba + 180983630.64625597*XPort_of_JeddahPort_of_Bandar_Abbas + 46580303.07*XPort_of_JeddahPort_of_Beirut + 55153387.366271995*XPort_of_JeddahPort_of_Doha + 8956550.52*XPort_of_JeddahPort_of_Gaza + 190080286.65*XPort_of_JeddahPort_of_Haifa + 8269397.29*XPort_of_JeddahPort_of_Hodeidah + 579223494.45176*XPort_of_JeddahPort_of_Jebel_Ali + 217302377.15452*XPort_of_JeddahPort_of_King_Abdul_Aziz + 30975350.0*XPort_of_JeddahPort_of_Latakia + 145423621.20000002*XPort_of_JeddahPort_of_Mersin + 156441574.69196904*XPort_of_JeddahPort_of_Salalah + 125742063.14788699*XPort_of_JeddahPort_of_Shuwaikh + 219363387.13718998*XPort_of_JeddahPort_of_Umm_Qasr + 25616062.6327*XPort_of_King_Abdul_AzizLarnaca_Port + 4180577.4181079995*XPort_of_King_Abdul_AzizMina_Salman + 309113307.99745196*XPort_of_King_Abdul_AzizPort_of_Alexandria + 123422712.6624*XPort_of_King_Abdul_AzizPort_of_Aqaba + 52462406.3*XPort_of_King_Abdul_AzizPort_of_Bandar_Abbas + 57748137.279777005*XPort_of_King_Abdul_AzizPort_of_Beirut + 11564073.809999999*XPort_of_King_Abdul_AzizPort_of_Doha + 13345654.016876*XPort_of_King_Abdul_AzizPort_of_Gaza + 240105495.47346*XPort_of_King_Abdul_AzizPort_of_Haifa + 12602205.533008*XPort_of_King_Abdul_AzizPort_of_Hodeidah + 183021341.32*XPort_of_King_Abdul_AzizPort_of_Jebel_Ali + 217302377.15452*XPort_of_King_Abdul_AzizPort_of_Jeddah + 37180590.62375*XPort_of_King_Abdul_AzizPort_of_Latakia + 175493933.693715*XPort_of_King_Abdul_AzizPort_of_Mersin + 36886111.11783501*XPort_of_King_Abdul_AzizPort_of_Salalah + 25714462.689999998*XPort_of_King_Abdul_AzizPort_of_Shuwaikh + 56508417.4*XPort_of_King_Abdul_AzizPort_of_Umm_Qasr + 5293543.75*XPort_of_LatakiaLarnaca_Port + 69283155.510294*XPort_of_LatakiaMina_Salman + 102635855.7*XPort_of_LatakiaPort_of_Alexandria + 61347719.435820006*XPort_of_LatakiaPort_of_Aqaba + 230656071.80596*XPort_of_LatakiaPort_of_Bandar_Abbas + 8806820.619744001*XPort_of_LatakiaPort_of_Beirut + 79710437.357667*XPort_of_LatakiaPort_of_Doha + 2682638.32*XPort_of_LatakiaPort_of_Gaza + 49450085.55*XPort_of_LatakiaPort_of_Haifa + 23366033.53*XPort_of_LatakiaPort_of_Hodeidah + 766787905.3650401*XPort_of_LatakiaPort_of_Jebel_Ali + 261491295.4*XPort_of_LatakiaPort_of_Jeddah + 313875414.028945*XPort_of_LatakiaPort_of_King_Abdul_Aziz + 11313550.950000001*XPort_of_LatakiaPort_of_Mersin + 221622158.745568*XPort_of_LatakiaPort_of_Salalah + 137889473.984859*XPort_of_LatakiaPort_of_Shuwaikh + 211134833.5058*XPort_of_LatakiaPort_of_Umm_Qasr + 4879873.51765*XPort_of_MersinLarnaca_Port + 71089293.148524*XPort_of_MersinMina_Salman + 114365667.78*XPort_of_MersinPort_of_Alexandria + 60938080.03582001*XPort_of_MersinPort_of_Aqaba + 243448274.98596*XPort_of_MersinPort_of_Bandar_Abbas + 9069151.77*XPort_of_MersinPort_of_Beirut + 81863197.945578*XPort_of_MersinPort_of_Doha + 3418200.44*XPort_of_MersinPort_of_Gaza + 48615484.949999996*XPort_of_MersinPort_of_Haifa + 24409297.01*XPort_of_MersinPort_of_Hodeidah + 808661682.68504*XPort_of_MersinPort_of_Jebel_Ali + 278016767.59999996*XPort_of_MersinPort_of_Jeddah + 335504340.878945*XPort_of_MersinPort_of_King_Abdul_Aziz + 2562087.5*XPort_of_MersinPort_of_Latakia + 226747281.874883*XPort_of_MersinPort_of_Salalah + 149163302.454859*XPort_of_MersinPort_of_Shuwaikh + 229489757.4058*XPort_of_MersinPort_of_Umm_Qasr + 29495015.573775*XPort_of_SalalahLarnaca_Port + 8818406.593962*XPort_of_SalalahMina_Salman + 351322177.977519*XPort_of_SalalahPort_of_Alexandria + 144192239.280215*XPort_of_SalalahPort_of_Aqaba + 79763856.911782*XPort_of_SalalahPort_of_Bandar_Abbas + 67162595.816358*XPort_of_SalalahPort_of_Beirut + 16630410.714939*XPort_of_SalalahPort_of_Doha + 15525426.375247*XPort_of_SalalahPort_of_Gaza + 282150983.63524497*XPort_of_SalalahPort_of_Haifa + 12779977.63*XPort_of_SalalahPort_of_Hodeidah + 236161564.247668*XPort_of_SalalahPort_of_Jebel_Ali + 265801746.10388502*XPort_of_SalalahPort_of_Jeddah + 62671273.677775*XPort_of_SalalahPort_of_King_Abdul_Aziz + 44604411.879999995*XPort_of_SalalahPort_of_Latakia + 201517007.656965*XPort_of_SalalahPort_of_Mersin + 58381140.715205*XPort_of_SalalahPort_of_Shuwaikh + 109693046.81085001*XPort_of_SalalahPort_of_Umm_Qasr + 22385678.521725*XPort_of_ShuwaikhLarnaca_Port + 14413080.678108001*XPort_of_ShuwaikhMina_Salman + 273961847.02406096*XPort_of_ShuwaikhPort_of_Alexandria + 106236435.00919*XPort_of_ShuwaikhPort_of_Aqaba + 77184416.94*XPort_of_ShuwaikhPort_of_Bandar_Abbas + 48949008.820173*XPort_of_ShuwaikhPort_of_Beirut + 22230479.79*XPort_of_ShuwaikhPort_of_Doha + 11530344.035293*XPort_of_ShuwaikhPort_of_Gaza + 205090098.54565498*XPort_of_ShuwaikhPort_of_Haifa + 9487757.203008*XPort_of_ShuwaikhPort_of_Hodeidah + 264416436.56*XPort_of_ShuwaikhPort_of_Jebel_Ali + 241237117.721885*XPort_of_ShuwaikhPort_of_Jeddah + 49333394.949999996*XPort_of_ShuwaikhPort_of_King_Abdul_Aziz + 31336728.12375*XPort_of_ShuwaikhPort_of_Latakia + 149688868.043715*XPort_of_ShuwaikhPort_of_Mersin + 65922015.14783501*XPort_of_ShuwaikhPort_of_Salalah + 14642692.1*XPort_of_ShuwaikhPort_of_Umm_Qasr + 21265397.19575*XPort_of_Umm_QasrLarnaca_Port + 17991936.498108*XPort_of_Umm_QasrMina_Salman + 277897680.73704*XPort_of_Umm_QasrPort_of_Alexandria + 113507534.35919*XPort_of_Umm_QasrPort_of_Aqaba + 83508652.22*XPort_of_Umm_QasrPort_of_Bandar_Abbas + 45903155.565330006*XPort_of_Umm_QasrPort_of_Beirut + 25873955.099999998*XPort_of_Umm_QasrPort_of_Doha + 11733600.40152*XPort_of_Umm_QasrPort_of_Gaza + 209010697.4592*XPort_of_Umm_QasrPort_of_Haifa + 10577047.013008*XPort_of_Umm_QasrPort_of_Hodeidah + 285118079.28000003*XPort_of_Umm_QasrPort_of_Jebel_Ali + 258491654.87188497*XPort_of_Umm_QasrPort_of_Jeddah + 66587932.1*XPort_of_Umm_QasrPort_of_King_Abdul_Aziz + 29471433.425*XPort_of_Umm_QasrPort_of_Latakia + 141452183.4609*XPort_of_Umm_QasrPort_of_Mersin + 76077429.85783501*XPort_of_Umm_QasrPort_of_Salalah + 8993728.33*XPort_of_Umm_QasrPort_of_Shuwaikh + 0.0\n",
       "SUBJECT TO\n",
       "_C1: XLarnaca_PortLarnaca_Port + XMina_SalmanMina_Salman\n",
       " + XPort_of_AlexandriaPort_of_Alexandria + XPort_of_AqabaPort_of_Aqaba\n",
       " + XPort_of_Bandar_AbbasPort_of_Bandar_Abbas + XPort_of_BeirutPort_of_Beirut\n",
       " + XPort_of_DohaPort_of_Doha + XPort_of_GazaPort_of_Gaza\n",
       " + XPort_of_HaifaPort_of_Haifa + XPort_of_HodeidahPort_of_Hodeidah\n",
       " + XPort_of_Jebel_AliPort_of_Jebel_Ali + XPort_of_JeddahPort_of_Jeddah\n",
       " + XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz\n",
       " + XPort_of_LatakiaPort_of_Latakia + XPort_of_MersinPort_of_Mersin\n",
       " + XPort_of_SalalahPort_of_Salalah + XPort_of_ShuwaikhPort_of_Shuwaikh\n",
       " + XPort_of_Umm_QasrPort_of_Umm_Qasr = 2\n",
       "\n",
       "_C2: XLarnaca_PortMina_Salman + XMina_SalmanMina_Salman\n",
       " + XPort_of_AlexandriaMina_Salman + XPort_of_AqabaMina_Salman\n",
       " + XPort_of_Bandar_AbbasMina_Salman + XPort_of_BeirutMina_Salman\n",
       " + XPort_of_DohaMina_Salman + XPort_of_GazaMina_Salman\n",
       " + XPort_of_HaifaMina_Salman + XPort_of_HodeidahMina_Salman\n",
       " + XPort_of_Jebel_AliMina_Salman + XPort_of_JeddahMina_Salman\n",
       " + XPort_of_King_Abdul_AzizMina_Salman + XPort_of_LatakiaMina_Salman\n",
       " + XPort_of_MersinMina_Salman + XPort_of_SalalahMina_Salman\n",
       " + XPort_of_ShuwaikhMina_Salman + XPort_of_Umm_QasrMina_Salman = 1\n",
       "\n",
       "_C3: XLarnaca_PortLarnaca_Port + XMina_SalmanLarnaca_Port\n",
       " + XPort_of_AlexandriaLarnaca_Port + XPort_of_AqabaLarnaca_Port\n",
       " + XPort_of_Bandar_AbbasLarnaca_Port + XPort_of_BeirutLarnaca_Port\n",
       " + XPort_of_DohaLarnaca_Port + XPort_of_GazaLarnaca_Port\n",
       " + XPort_of_HaifaLarnaca_Port + XPort_of_HodeidahLarnaca_Port\n",
       " + XPort_of_Jebel_AliLarnaca_Port + XPort_of_JeddahLarnaca_Port\n",
       " + XPort_of_King_Abdul_AzizLarnaca_Port + XPort_of_LatakiaLarnaca_Port\n",
       " + XPort_of_MersinLarnaca_Port + XPort_of_SalalahLarnaca_Port\n",
       " + XPort_of_ShuwaikhLarnaca_Port + XPort_of_Umm_QasrLarnaca_Port = 1\n",
       "\n",
       "_C4: XLarnaca_PortPort_of_Alexandria + XMina_SalmanPort_of_Alexandria\n",
       " + XPort_of_AlexandriaPort_of_Alexandria + XPort_of_AqabaPort_of_Alexandria\n",
       " + XPort_of_Bandar_AbbasPort_of_Alexandria + XPort_of_BeirutPort_of_Alexandria\n",
       " + XPort_of_DohaPort_of_Alexandria + XPort_of_GazaPort_of_Alexandria\n",
       " + XPort_of_HaifaPort_of_Alexandria + XPort_of_HodeidahPort_of_Alexandria\n",
       " + XPort_of_Jebel_AliPort_of_Alexandria + XPort_of_JeddahPort_of_Alexandria\n",
       " + XPort_of_King_Abdul_AzizPort_of_Alexandria\n",
       " + XPort_of_LatakiaPort_of_Alexandria + XPort_of_MersinPort_of_Alexandria\n",
       " + XPort_of_SalalahPort_of_Alexandria + XPort_of_ShuwaikhPort_of_Alexandria\n",
       " + XPort_of_Umm_QasrPort_of_Alexandria = 1\n",
       "\n",
       "_C5: XLarnaca_PortPort_of_Bandar_Abbas + XMina_SalmanPort_of_Bandar_Abbas\n",
       " + XPort_of_AlexandriaPort_of_Bandar_Abbas\n",
       " + XPort_of_AqabaPort_of_Bandar_Abbas\n",
       " + XPort_of_Bandar_AbbasPort_of_Bandar_Abbas\n",
       " + XPort_of_BeirutPort_of_Bandar_Abbas + XPort_of_DohaPort_of_Bandar_Abbas\n",
       " + XPort_of_GazaPort_of_Bandar_Abbas + XPort_of_HaifaPort_of_Bandar_Abbas\n",
       " + XPort_of_HodeidahPort_of_Bandar_Abbas\n",
       " + XPort_of_Jebel_AliPort_of_Bandar_Abbas\n",
       " + XPort_of_JeddahPort_of_Bandar_Abbas\n",
       " + XPort_of_King_Abdul_AzizPort_of_Bandar_Abbas\n",
       " + XPort_of_LatakiaPort_of_Bandar_Abbas + XPort_of_MersinPort_of_Bandar_Abbas\n",
       " + XPort_of_SalalahPort_of_Bandar_Abbas\n",
       " + XPort_of_ShuwaikhPort_of_Bandar_Abbas\n",
       " + XPort_of_Umm_QasrPort_of_Bandar_Abbas = 1\n",
       "\n",
       "_C6: XLarnaca_PortPort_of_Umm_Qasr + XMina_SalmanPort_of_Umm_Qasr\n",
       " + XPort_of_AlexandriaPort_of_Umm_Qasr + XPort_of_AqabaPort_of_Umm_Qasr\n",
       " + XPort_of_Bandar_AbbasPort_of_Umm_Qasr + XPort_of_BeirutPort_of_Umm_Qasr\n",
       " + XPort_of_DohaPort_of_Umm_Qasr + XPort_of_GazaPort_of_Umm_Qasr\n",
       " + XPort_of_HaifaPort_of_Umm_Qasr + XPort_of_HodeidahPort_of_Umm_Qasr\n",
       " + XPort_of_Jebel_AliPort_of_Umm_Qasr + XPort_of_JeddahPort_of_Umm_Qasr\n",
       " + XPort_of_King_Abdul_AzizPort_of_Umm_Qasr + XPort_of_LatakiaPort_of_Umm_Qasr\n",
       " + XPort_of_MersinPort_of_Umm_Qasr + XPort_of_SalalahPort_of_Umm_Qasr\n",
       " + XPort_of_ShuwaikhPort_of_Umm_Qasr + XPort_of_Umm_QasrPort_of_Umm_Qasr = 1\n",
       "\n",
       "_C7: XLarnaca_PortPort_of_Haifa + XMina_SalmanPort_of_Haifa\n",
       " + XPort_of_AlexandriaPort_of_Haifa + XPort_of_AqabaPort_of_Haifa\n",
       " + XPort_of_Bandar_AbbasPort_of_Haifa + XPort_of_BeirutPort_of_Haifa\n",
       " + XPort_of_DohaPort_of_Haifa + XPort_of_GazaPort_of_Haifa\n",
       " + XPort_of_HaifaPort_of_Haifa + XPort_of_HodeidahPort_of_Haifa\n",
       " + XPort_of_Jebel_AliPort_of_Haifa + XPort_of_JeddahPort_of_Haifa\n",
       " + XPort_of_King_Abdul_AzizPort_of_Haifa + XPort_of_LatakiaPort_of_Haifa\n",
       " + XPort_of_MersinPort_of_Haifa + XPort_of_SalalahPort_of_Haifa\n",
       " + XPort_of_ShuwaikhPort_of_Haifa + XPort_of_Umm_QasrPort_of_Haifa = 1\n",
       "\n",
       "_C8: XLarnaca_PortPort_of_Aqaba + XMina_SalmanPort_of_Aqaba\n",
       " + XPort_of_AlexandriaPort_of_Aqaba + XPort_of_AqabaPort_of_Aqaba\n",
       " + XPort_of_Bandar_AbbasPort_of_Aqaba + XPort_of_BeirutPort_of_Aqaba\n",
       " + XPort_of_DohaPort_of_Aqaba + XPort_of_GazaPort_of_Aqaba\n",
       " + XPort_of_HaifaPort_of_Aqaba + XPort_of_HodeidahPort_of_Aqaba\n",
       " + XPort_of_Jebel_AliPort_of_Aqaba + XPort_of_JeddahPort_of_Aqaba\n",
       " + XPort_of_King_Abdul_AzizPort_of_Aqaba + XPort_of_LatakiaPort_of_Aqaba\n",
       " + XPort_of_MersinPort_of_Aqaba + XPort_of_SalalahPort_of_Aqaba\n",
       " + XPort_of_ShuwaikhPort_of_Aqaba + XPort_of_Umm_QasrPort_of_Aqaba = 1\n",
       "\n",
       "_C9: XLarnaca_PortPort_of_Shuwaikh + XMina_SalmanPort_of_Shuwaikh\n",
       " + XPort_of_AlexandriaPort_of_Shuwaikh + XPort_of_AqabaPort_of_Shuwaikh\n",
       " + XPort_of_Bandar_AbbasPort_of_Shuwaikh + XPort_of_BeirutPort_of_Shuwaikh\n",
       " + XPort_of_DohaPort_of_Shuwaikh + XPort_of_GazaPort_of_Shuwaikh\n",
       " + XPort_of_HaifaPort_of_Shuwaikh + XPort_of_HodeidahPort_of_Shuwaikh\n",
       " + XPort_of_Jebel_AliPort_of_Shuwaikh + XPort_of_JeddahPort_of_Shuwaikh\n",
       " + XPort_of_King_Abdul_AzizPort_of_Shuwaikh + XPort_of_LatakiaPort_of_Shuwaikh\n",
       " + XPort_of_MersinPort_of_Shuwaikh + XPort_of_SalalahPort_of_Shuwaikh\n",
       " + XPort_of_ShuwaikhPort_of_Shuwaikh + XPort_of_Umm_QasrPort_of_Shuwaikh = 1\n",
       "\n",
       "_C10: XLarnaca_PortPort_of_Beirut + XMina_SalmanPort_of_Beirut\n",
       " + XPort_of_AlexandriaPort_of_Beirut + XPort_of_AqabaPort_of_Beirut\n",
       " + XPort_of_Bandar_AbbasPort_of_Beirut + XPort_of_BeirutPort_of_Beirut\n",
       " + XPort_of_DohaPort_of_Beirut + XPort_of_GazaPort_of_Beirut\n",
       " + XPort_of_HaifaPort_of_Beirut + XPort_of_HodeidahPort_of_Beirut\n",
       " + XPort_of_Jebel_AliPort_of_Beirut + XPort_of_JeddahPort_of_Beirut\n",
       " + XPort_of_King_Abdul_AzizPort_of_Beirut + XPort_of_LatakiaPort_of_Beirut\n",
       " + XPort_of_MersinPort_of_Beirut + XPort_of_SalalahPort_of_Beirut\n",
       " + XPort_of_ShuwaikhPort_of_Beirut + XPort_of_Umm_QasrPort_of_Beirut = 1\n",
       "\n",
       "_C11: XLarnaca_PortPort_of_Salalah + XMina_SalmanPort_of_Salalah\n",
       " + XPort_of_AlexandriaPort_of_Salalah + XPort_of_AqabaPort_of_Salalah\n",
       " + XPort_of_Bandar_AbbasPort_of_Salalah + XPort_of_BeirutPort_of_Salalah\n",
       " + XPort_of_DohaPort_of_Salalah + XPort_of_GazaPort_of_Salalah\n",
       " + XPort_of_HaifaPort_of_Salalah + XPort_of_HodeidahPort_of_Salalah\n",
       " + XPort_of_Jebel_AliPort_of_Salalah + XPort_of_JeddahPort_of_Salalah\n",
       " + XPort_of_King_Abdul_AzizPort_of_Salalah + XPort_of_LatakiaPort_of_Salalah\n",
       " + XPort_of_MersinPort_of_Salalah + XPort_of_SalalahPort_of_Salalah\n",
       " + XPort_of_ShuwaikhPort_of_Salalah + XPort_of_Umm_QasrPort_of_Salalah = 1\n",
       "\n",
       "_C12: XLarnaca_PortPort_of_Gaza + XMina_SalmanPort_of_Gaza\n",
       " + XPort_of_AlexandriaPort_of_Gaza + XPort_of_AqabaPort_of_Gaza\n",
       " + XPort_of_Bandar_AbbasPort_of_Gaza + XPort_of_BeirutPort_of_Gaza\n",
       " + XPort_of_DohaPort_of_Gaza + XPort_of_GazaPort_of_Gaza\n",
       " + XPort_of_HaifaPort_of_Gaza + XPort_of_HodeidahPort_of_Gaza\n",
       " + XPort_of_Jebel_AliPort_of_Gaza + XPort_of_JeddahPort_of_Gaza\n",
       " + XPort_of_King_Abdul_AzizPort_of_Gaza + XPort_of_LatakiaPort_of_Gaza\n",
       " + XPort_of_MersinPort_of_Gaza + XPort_of_SalalahPort_of_Gaza\n",
       " + XPort_of_ShuwaikhPort_of_Gaza + XPort_of_Umm_QasrPort_of_Gaza = 1\n",
       "\n",
       "_C13: XLarnaca_PortPort_of_Doha + XMina_SalmanPort_of_Doha\n",
       " + XPort_of_AlexandriaPort_of_Doha + XPort_of_AqabaPort_of_Doha\n",
       " + XPort_of_Bandar_AbbasPort_of_Doha + XPort_of_BeirutPort_of_Doha\n",
       " + XPort_of_DohaPort_of_Doha + XPort_of_GazaPort_of_Doha\n",
       " + XPort_of_HaifaPort_of_Doha + XPort_of_HodeidahPort_of_Doha\n",
       " + XPort_of_Jebel_AliPort_of_Doha + XPort_of_JeddahPort_of_Doha\n",
       " + XPort_of_King_Abdul_AzizPort_of_Doha + XPort_of_LatakiaPort_of_Doha\n",
       " + XPort_of_MersinPort_of_Doha + XPort_of_SalalahPort_of_Doha\n",
       " + XPort_of_ShuwaikhPort_of_Doha + XPort_of_Umm_QasrPort_of_Doha = 1\n",
       "\n",
       "_C14: XLarnaca_PortPort_of_King_Abdul_Aziz\n",
       " + XMina_SalmanPort_of_King_Abdul_Aziz\n",
       " + XPort_of_AlexandriaPort_of_King_Abdul_Aziz\n",
       " + XPort_of_AqabaPort_of_King_Abdul_Aziz\n",
       " + XPort_of_Bandar_AbbasPort_of_King_Abdul_Aziz\n",
       " + XPort_of_BeirutPort_of_King_Abdul_Aziz\n",
       " + XPort_of_DohaPort_of_King_Abdul_Aziz + XPort_of_GazaPort_of_King_Abdul_Aziz\n",
       " + XPort_of_HaifaPort_of_King_Abdul_Aziz\n",
       " + XPort_of_HodeidahPort_of_King_Abdul_Aziz\n",
       " + XPort_of_Jebel_AliPort_of_King_Abdul_Aziz\n",
       " + XPort_of_JeddahPort_of_King_Abdul_Aziz\n",
       " + XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz\n",
       " + XPort_of_LatakiaPort_of_King_Abdul_Aziz\n",
       " + XPort_of_MersinPort_of_King_Abdul_Aziz\n",
       " + XPort_of_SalalahPort_of_King_Abdul_Aziz\n",
       " + XPort_of_ShuwaikhPort_of_King_Abdul_Aziz\n",
       " + XPort_of_Umm_QasrPort_of_King_Abdul_Aziz = 1\n",
       "\n",
       "_C15: XLarnaca_PortPort_of_Jeddah + XMina_SalmanPort_of_Jeddah\n",
       " + XPort_of_AlexandriaPort_of_Jeddah + XPort_of_AqabaPort_of_Jeddah\n",
       " + XPort_of_Bandar_AbbasPort_of_Jeddah + XPort_of_BeirutPort_of_Jeddah\n",
       " + XPort_of_DohaPort_of_Jeddah + XPort_of_GazaPort_of_Jeddah\n",
       " + XPort_of_HaifaPort_of_Jeddah + XPort_of_HodeidahPort_of_Jeddah\n",
       " + XPort_of_Jebel_AliPort_of_Jeddah + XPort_of_JeddahPort_of_Jeddah\n",
       " + XPort_of_King_Abdul_AzizPort_of_Jeddah + XPort_of_LatakiaPort_of_Jeddah\n",
       " + XPort_of_MersinPort_of_Jeddah + XPort_of_SalalahPort_of_Jeddah\n",
       " + XPort_of_ShuwaikhPort_of_Jeddah + XPort_of_Umm_QasrPort_of_Jeddah = 1\n",
       "\n",
       "_C16: XLarnaca_PortPort_of_Latakia + XMina_SalmanPort_of_Latakia\n",
       " + XPort_of_AlexandriaPort_of_Latakia + XPort_of_AqabaPort_of_Latakia\n",
       " + XPort_of_Bandar_AbbasPort_of_Latakia + XPort_of_BeirutPort_of_Latakia\n",
       " + XPort_of_DohaPort_of_Latakia + XPort_of_GazaPort_of_Latakia\n",
       " + XPort_of_HaifaPort_of_Latakia + XPort_of_HodeidahPort_of_Latakia\n",
       " + XPort_of_Jebel_AliPort_of_Latakia + XPort_of_JeddahPort_of_Latakia\n",
       " + XPort_of_King_Abdul_AzizPort_of_Latakia + XPort_of_LatakiaPort_of_Latakia\n",
       " + XPort_of_MersinPort_of_Latakia + XPort_of_SalalahPort_of_Latakia\n",
       " + XPort_of_ShuwaikhPort_of_Latakia + XPort_of_Umm_QasrPort_of_Latakia = 1\n",
       "\n",
       "_C17: XLarnaca_PortPort_of_Mersin + XMina_SalmanPort_of_Mersin\n",
       " + XPort_of_AlexandriaPort_of_Mersin + XPort_of_AqabaPort_of_Mersin\n",
       " + XPort_of_Bandar_AbbasPort_of_Mersin + XPort_of_BeirutPort_of_Mersin\n",
       " + XPort_of_DohaPort_of_Mersin + XPort_of_GazaPort_of_Mersin\n",
       " + XPort_of_HaifaPort_of_Mersin + XPort_of_HodeidahPort_of_Mersin\n",
       " + XPort_of_Jebel_AliPort_of_Mersin + XPort_of_JeddahPort_of_Mersin\n",
       " + XPort_of_King_Abdul_AzizPort_of_Mersin + XPort_of_LatakiaPort_of_Mersin\n",
       " + XPort_of_MersinPort_of_Mersin + XPort_of_SalalahPort_of_Mersin\n",
       " + XPort_of_ShuwaikhPort_of_Mersin + XPort_of_Umm_QasrPort_of_Mersin = 1\n",
       "\n",
       "_C18: XLarnaca_PortPort_of_Jebel_Ali + XMina_SalmanPort_of_Jebel_Ali\n",
       " + XPort_of_AlexandriaPort_of_Jebel_Ali + XPort_of_AqabaPort_of_Jebel_Ali\n",
       " + XPort_of_Bandar_AbbasPort_of_Jebel_Ali + XPort_of_BeirutPort_of_Jebel_Ali\n",
       " + XPort_of_DohaPort_of_Jebel_Ali + XPort_of_GazaPort_of_Jebel_Ali\n",
       " + XPort_of_HaifaPort_of_Jebel_Ali + XPort_of_HodeidahPort_of_Jebel_Ali\n",
       " + XPort_of_Jebel_AliPort_of_Jebel_Ali + XPort_of_JeddahPort_of_Jebel_Ali\n",
       " + XPort_of_King_Abdul_AzizPort_of_Jebel_Ali\n",
       " + XPort_of_LatakiaPort_of_Jebel_Ali + XPort_of_MersinPort_of_Jebel_Ali\n",
       " + XPort_of_SalalahPort_of_Jebel_Ali + XPort_of_ShuwaikhPort_of_Jebel_Ali\n",
       " + XPort_of_Umm_QasrPort_of_Jebel_Ali = 1\n",
       "\n",
       "_C19: XLarnaca_PortPort_of_Hodeidah + XMina_SalmanPort_of_Hodeidah\n",
       " + XPort_of_AlexandriaPort_of_Hodeidah + XPort_of_AqabaPort_of_Hodeidah\n",
       " + XPort_of_Bandar_AbbasPort_of_Hodeidah + XPort_of_BeirutPort_of_Hodeidah\n",
       " + XPort_of_DohaPort_of_Hodeidah + XPort_of_GazaPort_of_Hodeidah\n",
       " + XPort_of_HaifaPort_of_Hodeidah + XPort_of_HodeidahPort_of_Hodeidah\n",
       " + XPort_of_Jebel_AliPort_of_Hodeidah + XPort_of_JeddahPort_of_Hodeidah\n",
       " + XPort_of_King_Abdul_AzizPort_of_Hodeidah + XPort_of_LatakiaPort_of_Hodeidah\n",
       " + XPort_of_MersinPort_of_Hodeidah + XPort_of_SalalahPort_of_Hodeidah\n",
       " + XPort_of_ShuwaikhPort_of_Hodeidah + XPort_of_Umm_QasrPort_of_Hodeidah = 1\n",
       "\n",
       "_C20: 0 XMina_SalmanMina_Salman <= 0\n",
       "\n",
       "_C21: - XLarnaca_PortLarnaca_Port + XLarnaca_PortMina_Salman <= 0\n",
       "\n",
       "_C22: XPort_of_AlexandriaMina_Salman - XPort_of_AlexandriaPort_of_Alexandria\n",
       " <= 0\n",
       "\n",
       "_C23: XPort_of_Bandar_AbbasMina_Salman\n",
       " - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas <= 0\n",
       "\n",
       "_C24: XPort_of_Umm_QasrMina_Salman - XPort_of_Umm_QasrPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C25: XPort_of_HaifaMina_Salman - XPort_of_HaifaPort_of_Haifa <= 0\n",
       "\n",
       "_C26: XPort_of_AqabaMina_Salman - XPort_of_AqabaPort_of_Aqaba <= 0\n",
       "\n",
       "_C27: XPort_of_ShuwaikhMina_Salman - XPort_of_ShuwaikhPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C28: XPort_of_BeirutMina_Salman - XPort_of_BeirutPort_of_Beirut <= 0\n",
       "\n",
       "_C29: XPort_of_SalalahMina_Salman - XPort_of_SalalahPort_of_Salalah <= 0\n",
       "\n",
       "_C30: XPort_of_GazaMina_Salman - XPort_of_GazaPort_of_Gaza <= 0\n",
       "\n",
       "_C31: XPort_of_DohaMina_Salman - XPort_of_DohaPort_of_Doha <= 0\n",
       "\n",
       "_C32: XPort_of_King_Abdul_AzizMina_Salman\n",
       " - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C33: XPort_of_JeddahMina_Salman - XPort_of_JeddahPort_of_Jeddah <= 0\n",
       "\n",
       "_C34: XPort_of_LatakiaMina_Salman - XPort_of_LatakiaPort_of_Latakia <= 0\n",
       "\n",
       "_C35: XPort_of_MersinMina_Salman - XPort_of_MersinPort_of_Mersin <= 0\n",
       "\n",
       "_C36: XPort_of_Jebel_AliMina_Salman - XPort_of_Jebel_AliPort_of_Jebel_Ali <= 0\n",
       "\n",
       "_C37: XPort_of_HodeidahMina_Salman - XPort_of_HodeidahPort_of_Hodeidah <= 0\n",
       "\n",
       "_C38: XMina_SalmanLarnaca_Port - XMina_SalmanMina_Salman <= 0\n",
       "\n",
       "_C39: 0 XLarnaca_PortLarnaca_Port <= 0\n",
       "\n",
       "_C40: XPort_of_AlexandriaLarnaca_Port - XPort_of_AlexandriaPort_of_Alexandria\n",
       " <= 0\n",
       "\n",
       "_C41: XPort_of_Bandar_AbbasLarnaca_Port\n",
       " - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas <= 0\n",
       "\n",
       "_C42: XPort_of_Umm_QasrLarnaca_Port - XPort_of_Umm_QasrPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C43: XPort_of_HaifaLarnaca_Port - XPort_of_HaifaPort_of_Haifa <= 0\n",
       "\n",
       "_C44: XPort_of_AqabaLarnaca_Port - XPort_of_AqabaPort_of_Aqaba <= 0\n",
       "\n",
       "_C45: XPort_of_ShuwaikhLarnaca_Port - XPort_of_ShuwaikhPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C46: XPort_of_BeirutLarnaca_Port - XPort_of_BeirutPort_of_Beirut <= 0\n",
       "\n",
       "_C47: XPort_of_SalalahLarnaca_Port - XPort_of_SalalahPort_of_Salalah <= 0\n",
       "\n",
       "_C48: XPort_of_GazaLarnaca_Port - XPort_of_GazaPort_of_Gaza <= 0\n",
       "\n",
       "_C49: XPort_of_DohaLarnaca_Port - XPort_of_DohaPort_of_Doha <= 0\n",
       "\n",
       "_C50: XPort_of_King_Abdul_AzizLarnaca_Port\n",
       " - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C51: XPort_of_JeddahLarnaca_Port - XPort_of_JeddahPort_of_Jeddah <= 0\n",
       "\n",
       "_C52: XPort_of_LatakiaLarnaca_Port - XPort_of_LatakiaPort_of_Latakia <= 0\n",
       "\n",
       "_C53: XPort_of_MersinLarnaca_Port - XPort_of_MersinPort_of_Mersin <= 0\n",
       "\n",
       "_C54: XPort_of_Jebel_AliLarnaca_Port - XPort_of_Jebel_AliPort_of_Jebel_Ali\n",
       " <= 0\n",
       "\n",
       "_C55: XPort_of_HodeidahLarnaca_Port - XPort_of_HodeidahPort_of_Hodeidah <= 0\n",
       "\n",
       "_C56: - XMina_SalmanMina_Salman + XMina_SalmanPort_of_Alexandria <= 0\n",
       "\n",
       "_C57: - XLarnaca_PortLarnaca_Port + XLarnaca_PortPort_of_Alexandria <= 0\n",
       "\n",
       "_C58: 0 XPort_of_AlexandriaPort_of_Alexandria <= 0\n",
       "\n",
       "_C59: XPort_of_Bandar_AbbasPort_of_Alexandria\n",
       " - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas <= 0\n",
       "\n",
       "_C60: XPort_of_Umm_QasrPort_of_Alexandria - XPort_of_Umm_QasrPort_of_Umm_Qasr\n",
       " <= 0\n",
       "\n",
       "_C61: XPort_of_HaifaPort_of_Alexandria - XPort_of_HaifaPort_of_Haifa <= 0\n",
       "\n",
       "_C62: XPort_of_AqabaPort_of_Alexandria - XPort_of_AqabaPort_of_Aqaba <= 0\n",
       "\n",
       "_C63: XPort_of_ShuwaikhPort_of_Alexandria - XPort_of_ShuwaikhPort_of_Shuwaikh\n",
       " <= 0\n",
       "\n",
       "_C64: XPort_of_BeirutPort_of_Alexandria - XPort_of_BeirutPort_of_Beirut <= 0\n",
       "\n",
       "_C65: XPort_of_SalalahPort_of_Alexandria - XPort_of_SalalahPort_of_Salalah\n",
       " <= 0\n",
       "\n",
       "_C66: XPort_of_GazaPort_of_Alexandria - XPort_of_GazaPort_of_Gaza <= 0\n",
       "\n",
       "_C67: XPort_of_DohaPort_of_Alexandria - XPort_of_DohaPort_of_Doha <= 0\n",
       "\n",
       "_C68: XPort_of_King_Abdul_AzizPort_of_Alexandria\n",
       " - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C69: XPort_of_JeddahPort_of_Alexandria - XPort_of_JeddahPort_of_Jeddah <= 0\n",
       "\n",
       "_C70: XPort_of_LatakiaPort_of_Alexandria - XPort_of_LatakiaPort_of_Latakia\n",
       " <= 0\n",
       "\n",
       "_C71: XPort_of_MersinPort_of_Alexandria - XPort_of_MersinPort_of_Mersin <= 0\n",
       "\n",
       "_C72: XPort_of_Jebel_AliPort_of_Alexandria\n",
       " - XPort_of_Jebel_AliPort_of_Jebel_Ali <= 0\n",
       "\n",
       "_C73: XPort_of_HodeidahPort_of_Alexandria - XPort_of_HodeidahPort_of_Hodeidah\n",
       " <= 0\n",
       "\n",
       "_C74: - XMina_SalmanMina_Salman + XMina_SalmanPort_of_Bandar_Abbas <= 0\n",
       "\n",
       "_C75: - XLarnaca_PortLarnaca_Port + XLarnaca_PortPort_of_Bandar_Abbas <= 0\n",
       "\n",
       "_C76: - XPort_of_AlexandriaPort_of_Alexandria\n",
       " + XPort_of_AlexandriaPort_of_Bandar_Abbas <= 0\n",
       "\n",
       "_C77: 0 XPort_of_Bandar_AbbasPort_of_Bandar_Abbas <= 0\n",
       "\n",
       "_C78: XPort_of_Umm_QasrPort_of_Bandar_Abbas\n",
       " - XPort_of_Umm_QasrPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C79: XPort_of_HaifaPort_of_Bandar_Abbas - XPort_of_HaifaPort_of_Haifa <= 0\n",
       "\n",
       "_C80: - XPort_of_AqabaPort_of_Aqaba + XPort_of_AqabaPort_of_Bandar_Abbas <= 0\n",
       "\n",
       "_C81: XPort_of_ShuwaikhPort_of_Bandar_Abbas\n",
       " - XPort_of_ShuwaikhPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C82: XPort_of_BeirutPort_of_Bandar_Abbas - XPort_of_BeirutPort_of_Beirut <= 0\n",
       "\n",
       "_C83: XPort_of_SalalahPort_of_Bandar_Abbas - XPort_of_SalalahPort_of_Salalah\n",
       " <= 0\n",
       "\n",
       "_C84: XPort_of_GazaPort_of_Bandar_Abbas - XPort_of_GazaPort_of_Gaza <= 0\n",
       "\n",
       "_C85: XPort_of_DohaPort_of_Bandar_Abbas - XPort_of_DohaPort_of_Doha <= 0\n",
       "\n",
       "_C86: XPort_of_King_Abdul_AzizPort_of_Bandar_Abbas\n",
       " - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C87: XPort_of_JeddahPort_of_Bandar_Abbas - XPort_of_JeddahPort_of_Jeddah <= 0\n",
       "\n",
       "_C88: XPort_of_LatakiaPort_of_Bandar_Abbas - XPort_of_LatakiaPort_of_Latakia\n",
       " <= 0\n",
       "\n",
       "_C89: XPort_of_MersinPort_of_Bandar_Abbas - XPort_of_MersinPort_of_Mersin <= 0\n",
       "\n",
       "_C90: XPort_of_Jebel_AliPort_of_Bandar_Abbas\n",
       " - XPort_of_Jebel_AliPort_of_Jebel_Ali <= 0\n",
       "\n",
       "_C91: XPort_of_HodeidahPort_of_Bandar_Abbas\n",
       " - XPort_of_HodeidahPort_of_Hodeidah <= 0\n",
       "\n",
       "_C92: - XMina_SalmanMina_Salman + XMina_SalmanPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C93: - XLarnaca_PortLarnaca_Port + XLarnaca_PortPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C94: - XPort_of_AlexandriaPort_of_Alexandria\n",
       " + XPort_of_AlexandriaPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C95: - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas\n",
       " + XPort_of_Bandar_AbbasPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C96: 0 XPort_of_Umm_QasrPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C97: - XPort_of_HaifaPort_of_Haifa + XPort_of_HaifaPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C98: - XPort_of_AqabaPort_of_Aqaba + XPort_of_AqabaPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C99: - XPort_of_ShuwaikhPort_of_Shuwaikh + XPort_of_ShuwaikhPort_of_Umm_Qasr\n",
       " <= 0\n",
       "\n",
       "_C100: - XPort_of_BeirutPort_of_Beirut + XPort_of_BeirutPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C101: - XPort_of_SalalahPort_of_Salalah + XPort_of_SalalahPort_of_Umm_Qasr\n",
       " <= 0\n",
       "\n",
       "_C102: - XPort_of_GazaPort_of_Gaza + XPort_of_GazaPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C103: - XPort_of_DohaPort_of_Doha + XPort_of_DohaPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C104: - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz\n",
       " + XPort_of_King_Abdul_AzizPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C105: - XPort_of_JeddahPort_of_Jeddah + XPort_of_JeddahPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C106: - XPort_of_LatakiaPort_of_Latakia + XPort_of_LatakiaPort_of_Umm_Qasr\n",
       " <= 0\n",
       "\n",
       "_C107: - XPort_of_MersinPort_of_Mersin + XPort_of_MersinPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C108: - XPort_of_Jebel_AliPort_of_Jebel_Ali\n",
       " + XPort_of_Jebel_AliPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C109: - XPort_of_HodeidahPort_of_Hodeidah + XPort_of_HodeidahPort_of_Umm_Qasr\n",
       " <= 0\n",
       "\n",
       "_C110: - XMina_SalmanMina_Salman + XMina_SalmanPort_of_Haifa <= 0\n",
       "\n",
       "_C111: - XLarnaca_PortLarnaca_Port + XLarnaca_PortPort_of_Haifa <= 0\n",
       "\n",
       "_C112: - XPort_of_AlexandriaPort_of_Alexandria\n",
       " + XPort_of_AlexandriaPort_of_Haifa <= 0\n",
       "\n",
       "_C113: - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas\n",
       " + XPort_of_Bandar_AbbasPort_of_Haifa <= 0\n",
       "\n",
       "_C114: XPort_of_Umm_QasrPort_of_Haifa - XPort_of_Umm_QasrPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C115: 0 XPort_of_HaifaPort_of_Haifa <= 0\n",
       "\n",
       "_C116: - XPort_of_AqabaPort_of_Aqaba + XPort_of_AqabaPort_of_Haifa <= 0\n",
       "\n",
       "_C117: XPort_of_ShuwaikhPort_of_Haifa - XPort_of_ShuwaikhPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C118: - XPort_of_BeirutPort_of_Beirut + XPort_of_BeirutPort_of_Haifa <= 0\n",
       "\n",
       "_C119: XPort_of_SalalahPort_of_Haifa - XPort_of_SalalahPort_of_Salalah <= 0\n",
       "\n",
       "_C120: - XPort_of_GazaPort_of_Gaza + XPort_of_GazaPort_of_Haifa <= 0\n",
       "\n",
       "_C121: - XPort_of_DohaPort_of_Doha + XPort_of_DohaPort_of_Haifa <= 0\n",
       "\n",
       "_C122: XPort_of_King_Abdul_AzizPort_of_Haifa\n",
       " - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C123: XPort_of_JeddahPort_of_Haifa - XPort_of_JeddahPort_of_Jeddah <= 0\n",
       "\n",
       "_C124: XPort_of_LatakiaPort_of_Haifa - XPort_of_LatakiaPort_of_Latakia <= 0\n",
       "\n",
       "_C125: XPort_of_MersinPort_of_Haifa - XPort_of_MersinPort_of_Mersin <= 0\n",
       "\n",
       "_C126: XPort_of_Jebel_AliPort_of_Haifa - XPort_of_Jebel_AliPort_of_Jebel_Ali\n",
       " <= 0\n",
       "\n",
       "_C127: XPort_of_HodeidahPort_of_Haifa - XPort_of_HodeidahPort_of_Hodeidah <= 0\n",
       "\n",
       "_C128: - XMina_SalmanMina_Salman + XMina_SalmanPort_of_Aqaba <= 0\n",
       "\n",
       "_C129: - XLarnaca_PortLarnaca_Port + XLarnaca_PortPort_of_Aqaba <= 0\n",
       "\n",
       "_C130: - XPort_of_AlexandriaPort_of_Alexandria\n",
       " + XPort_of_AlexandriaPort_of_Aqaba <= 0\n",
       "\n",
       "_C131: XPort_of_Bandar_AbbasPort_of_Aqaba\n",
       " - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas <= 0\n",
       "\n",
       "_C132: XPort_of_Umm_QasrPort_of_Aqaba - XPort_of_Umm_QasrPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C133: XPort_of_HaifaPort_of_Aqaba - XPort_of_HaifaPort_of_Haifa <= 0\n",
       "\n",
       "_C134: 0 XPort_of_AqabaPort_of_Aqaba <= 0\n",
       "\n",
       "_C135: XPort_of_ShuwaikhPort_of_Aqaba - XPort_of_ShuwaikhPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C136: XPort_of_BeirutPort_of_Aqaba - XPort_of_BeirutPort_of_Beirut <= 0\n",
       "\n",
       "_C137: XPort_of_SalalahPort_of_Aqaba - XPort_of_SalalahPort_of_Salalah <= 0\n",
       "\n",
       "_C138: XPort_of_GazaPort_of_Aqaba - XPort_of_GazaPort_of_Gaza <= 0\n",
       "\n",
       "_C139: XPort_of_DohaPort_of_Aqaba - XPort_of_DohaPort_of_Doha <= 0\n",
       "\n",
       "_C140: XPort_of_King_Abdul_AzizPort_of_Aqaba\n",
       " - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C141: XPort_of_JeddahPort_of_Aqaba - XPort_of_JeddahPort_of_Jeddah <= 0\n",
       "\n",
       "_C142: XPort_of_LatakiaPort_of_Aqaba - XPort_of_LatakiaPort_of_Latakia <= 0\n",
       "\n",
       "_C143: XPort_of_MersinPort_of_Aqaba - XPort_of_MersinPort_of_Mersin <= 0\n",
       "\n",
       "_C144: XPort_of_Jebel_AliPort_of_Aqaba - XPort_of_Jebel_AliPort_of_Jebel_Ali\n",
       " <= 0\n",
       "\n",
       "_C145: XPort_of_HodeidahPort_of_Aqaba - XPort_of_HodeidahPort_of_Hodeidah <= 0\n",
       "\n",
       "_C146: - XMina_SalmanMina_Salman + XMina_SalmanPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C147: - XLarnaca_PortLarnaca_Port + XLarnaca_PortPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C148: - XPort_of_AlexandriaPort_of_Alexandria\n",
       " + XPort_of_AlexandriaPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C149: - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas\n",
       " + XPort_of_Bandar_AbbasPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C150: XPort_of_Umm_QasrPort_of_Shuwaikh - XPort_of_Umm_QasrPort_of_Umm_Qasr\n",
       " <= 0\n",
       "\n",
       "_C151: - XPort_of_HaifaPort_of_Haifa + XPort_of_HaifaPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C152: - XPort_of_AqabaPort_of_Aqaba + XPort_of_AqabaPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C153: 0 XPort_of_ShuwaikhPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C154: - XPort_of_BeirutPort_of_Beirut + XPort_of_BeirutPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C155: - XPort_of_SalalahPort_of_Salalah + XPort_of_SalalahPort_of_Shuwaikh\n",
       " <= 0\n",
       "\n",
       "_C156: - XPort_of_GazaPort_of_Gaza + XPort_of_GazaPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C157: - XPort_of_DohaPort_of_Doha + XPort_of_DohaPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C158: - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz\n",
       " + XPort_of_King_Abdul_AzizPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C159: - XPort_of_JeddahPort_of_Jeddah + XPort_of_JeddahPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C160: - XPort_of_LatakiaPort_of_Latakia + XPort_of_LatakiaPort_of_Shuwaikh\n",
       " <= 0\n",
       "\n",
       "_C161: - XPort_of_MersinPort_of_Mersin + XPort_of_MersinPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C162: - XPort_of_Jebel_AliPort_of_Jebel_Ali\n",
       " + XPort_of_Jebel_AliPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C163: - XPort_of_HodeidahPort_of_Hodeidah + XPort_of_HodeidahPort_of_Shuwaikh\n",
       " <= 0\n",
       "\n",
       "_C164: - XMina_SalmanMina_Salman + XMina_SalmanPort_of_Beirut <= 0\n",
       "\n",
       "_C165: - XLarnaca_PortLarnaca_Port + XLarnaca_PortPort_of_Beirut <= 0\n",
       "\n",
       "_C166: - XPort_of_AlexandriaPort_of_Alexandria\n",
       " + XPort_of_AlexandriaPort_of_Beirut <= 0\n",
       "\n",
       "_C167: - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas\n",
       " + XPort_of_Bandar_AbbasPort_of_Beirut <= 0\n",
       "\n",
       "_C168: XPort_of_Umm_QasrPort_of_Beirut - XPort_of_Umm_QasrPort_of_Umm_Qasr\n",
       " <= 0\n",
       "\n",
       "_C169: XPort_of_HaifaPort_of_Beirut - XPort_of_HaifaPort_of_Haifa <= 0\n",
       "\n",
       "_C170: - XPort_of_AqabaPort_of_Aqaba + XPort_of_AqabaPort_of_Beirut <= 0\n",
       "\n",
       "_C171: XPort_of_ShuwaikhPort_of_Beirut - XPort_of_ShuwaikhPort_of_Shuwaikh\n",
       " <= 0\n",
       "\n",
       "_C172: 0 XPort_of_BeirutPort_of_Beirut <= 0\n",
       "\n",
       "_C173: XPort_of_SalalahPort_of_Beirut - XPort_of_SalalahPort_of_Salalah <= 0\n",
       "\n",
       "_C174: XPort_of_GazaPort_of_Beirut - XPort_of_GazaPort_of_Gaza <= 0\n",
       "\n",
       "_C175: XPort_of_DohaPort_of_Beirut - XPort_of_DohaPort_of_Doha <= 0\n",
       "\n",
       "_C176: XPort_of_King_Abdul_AzizPort_of_Beirut\n",
       " - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C177: XPort_of_JeddahPort_of_Beirut - XPort_of_JeddahPort_of_Jeddah <= 0\n",
       "\n",
       "_C178: XPort_of_LatakiaPort_of_Beirut - XPort_of_LatakiaPort_of_Latakia <= 0\n",
       "\n",
       "_C179: XPort_of_MersinPort_of_Beirut - XPort_of_MersinPort_of_Mersin <= 0\n",
       "\n",
       "_C180: XPort_of_Jebel_AliPort_of_Beirut - XPort_of_Jebel_AliPort_of_Jebel_Ali\n",
       " <= 0\n",
       "\n",
       "_C181: XPort_of_HodeidahPort_of_Beirut - XPort_of_HodeidahPort_of_Hodeidah\n",
       " <= 0\n",
       "\n",
       "_C182: - XMina_SalmanMina_Salman + XMina_SalmanPort_of_Salalah <= 0\n",
       "\n",
       "_C183: - XLarnaca_PortLarnaca_Port + XLarnaca_PortPort_of_Salalah <= 0\n",
       "\n",
       "_C184: - XPort_of_AlexandriaPort_of_Alexandria\n",
       " + XPort_of_AlexandriaPort_of_Salalah <= 0\n",
       "\n",
       "_C185: - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas\n",
       " + XPort_of_Bandar_AbbasPort_of_Salalah <= 0\n",
       "\n",
       "_C186: XPort_of_Umm_QasrPort_of_Salalah - XPort_of_Umm_QasrPort_of_Umm_Qasr\n",
       " <= 0\n",
       "\n",
       "_C187: - XPort_of_HaifaPort_of_Haifa + XPort_of_HaifaPort_of_Salalah <= 0\n",
       "\n",
       "_C188: - XPort_of_AqabaPort_of_Aqaba + XPort_of_AqabaPort_of_Salalah <= 0\n",
       "\n",
       "_C189: XPort_of_ShuwaikhPort_of_Salalah - XPort_of_ShuwaikhPort_of_Shuwaikh\n",
       " <= 0\n",
       "\n",
       "_C190: - XPort_of_BeirutPort_of_Beirut + XPort_of_BeirutPort_of_Salalah <= 0\n",
       "\n",
       "_C191: 0 XPort_of_SalalahPort_of_Salalah <= 0\n",
       "\n",
       "_C192: - XPort_of_GazaPort_of_Gaza + XPort_of_GazaPort_of_Salalah <= 0\n",
       "\n",
       "_C193: - XPort_of_DohaPort_of_Doha + XPort_of_DohaPort_of_Salalah <= 0\n",
       "\n",
       "_C194: - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz\n",
       " + XPort_of_King_Abdul_AzizPort_of_Salalah <= 0\n",
       "\n",
       "_C195: - XPort_of_JeddahPort_of_Jeddah + XPort_of_JeddahPort_of_Salalah <= 0\n",
       "\n",
       "_C196: - XPort_of_LatakiaPort_of_Latakia + XPort_of_LatakiaPort_of_Salalah\n",
       " <= 0\n",
       "\n",
       "_C197: - XPort_of_MersinPort_of_Mersin + XPort_of_MersinPort_of_Salalah <= 0\n",
       "\n",
       "_C198: - XPort_of_Jebel_AliPort_of_Jebel_Ali\n",
       " + XPort_of_Jebel_AliPort_of_Salalah <= 0\n",
       "\n",
       "_C199: - XPort_of_HodeidahPort_of_Hodeidah + XPort_of_HodeidahPort_of_Salalah\n",
       " <= 0\n",
       "\n",
       "_C200: - XMina_SalmanMina_Salman + XMina_SalmanPort_of_Gaza <= 0\n",
       "\n",
       "_C201: - XLarnaca_PortLarnaca_Port + XLarnaca_PortPort_of_Gaza <= 0\n",
       "\n",
       "_C202: - XPort_of_AlexandriaPort_of_Alexandria\n",
       " + XPort_of_AlexandriaPort_of_Gaza <= 0\n",
       "\n",
       "_C203: - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas\n",
       " + XPort_of_Bandar_AbbasPort_of_Gaza <= 0\n",
       "\n",
       "_C204: XPort_of_Umm_QasrPort_of_Gaza - XPort_of_Umm_QasrPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C205: XPort_of_HaifaPort_of_Gaza - XPort_of_HaifaPort_of_Haifa <= 0\n",
       "\n",
       "_C206: - XPort_of_AqabaPort_of_Aqaba + XPort_of_AqabaPort_of_Gaza <= 0\n",
       "\n",
       "_C207: XPort_of_ShuwaikhPort_of_Gaza - XPort_of_ShuwaikhPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C208: - XPort_of_BeirutPort_of_Beirut + XPort_of_BeirutPort_of_Gaza <= 0\n",
       "\n",
       "_C209: XPort_of_SalalahPort_of_Gaza - XPort_of_SalalahPort_of_Salalah <= 0\n",
       "\n",
       "_C210: 0 XPort_of_GazaPort_of_Gaza <= 0\n",
       "\n",
       "_C211: - XPort_of_DohaPort_of_Doha + XPort_of_DohaPort_of_Gaza <= 0\n",
       "\n",
       "_C212: XPort_of_King_Abdul_AzizPort_of_Gaza\n",
       " - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C213: XPort_of_JeddahPort_of_Gaza - XPort_of_JeddahPort_of_Jeddah <= 0\n",
       "\n",
       "_C214: XPort_of_LatakiaPort_of_Gaza - XPort_of_LatakiaPort_of_Latakia <= 0\n",
       "\n",
       "_C215: XPort_of_MersinPort_of_Gaza - XPort_of_MersinPort_of_Mersin <= 0\n",
       "\n",
       "_C216: XPort_of_Jebel_AliPort_of_Gaza - XPort_of_Jebel_AliPort_of_Jebel_Ali\n",
       " <= 0\n",
       "\n",
       "_C217: XPort_of_HodeidahPort_of_Gaza - XPort_of_HodeidahPort_of_Hodeidah <= 0\n",
       "\n",
       "_C218: - XMina_SalmanMina_Salman + XMina_SalmanPort_of_Doha <= 0\n",
       "\n",
       "_C219: - XLarnaca_PortLarnaca_Port + XLarnaca_PortPort_of_Doha <= 0\n",
       "\n",
       "_C220: - XPort_of_AlexandriaPort_of_Alexandria\n",
       " + XPort_of_AlexandriaPort_of_Doha <= 0\n",
       "\n",
       "_C221: - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas\n",
       " + XPort_of_Bandar_AbbasPort_of_Doha <= 0\n",
       "\n",
       "_C222: XPort_of_Umm_QasrPort_of_Doha - XPort_of_Umm_QasrPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C223: XPort_of_HaifaPort_of_Doha - XPort_of_HaifaPort_of_Haifa <= 0\n",
       "\n",
       "_C224: - XPort_of_AqabaPort_of_Aqaba + XPort_of_AqabaPort_of_Doha <= 0\n",
       "\n",
       "_C225: XPort_of_ShuwaikhPort_of_Doha - XPort_of_ShuwaikhPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C226: - XPort_of_BeirutPort_of_Beirut + XPort_of_BeirutPort_of_Doha <= 0\n",
       "\n",
       "_C227: XPort_of_SalalahPort_of_Doha - XPort_of_SalalahPort_of_Salalah <= 0\n",
       "\n",
       "_C228: XPort_of_GazaPort_of_Doha - XPort_of_GazaPort_of_Gaza <= 0\n",
       "\n",
       "_C229: 0 XPort_of_DohaPort_of_Doha <= 0\n",
       "\n",
       "_C230: XPort_of_King_Abdul_AzizPort_of_Doha\n",
       " - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C231: XPort_of_JeddahPort_of_Doha - XPort_of_JeddahPort_of_Jeddah <= 0\n",
       "\n",
       "_C232: XPort_of_LatakiaPort_of_Doha - XPort_of_LatakiaPort_of_Latakia <= 0\n",
       "\n",
       "_C233: XPort_of_MersinPort_of_Doha - XPort_of_MersinPort_of_Mersin <= 0\n",
       "\n",
       "_C234: XPort_of_Jebel_AliPort_of_Doha - XPort_of_Jebel_AliPort_of_Jebel_Ali\n",
       " <= 0\n",
       "\n",
       "_C235: XPort_of_HodeidahPort_of_Doha - XPort_of_HodeidahPort_of_Hodeidah <= 0\n",
       "\n",
       "_C236: - XMina_SalmanMina_Salman + XMina_SalmanPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C237: - XLarnaca_PortLarnaca_Port + XLarnaca_PortPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C238: - XPort_of_AlexandriaPort_of_Alexandria\n",
       " + XPort_of_AlexandriaPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C239: - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas\n",
       " + XPort_of_Bandar_AbbasPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C240: XPort_of_Umm_QasrPort_of_King_Abdul_Aziz\n",
       " - XPort_of_Umm_QasrPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C241: - XPort_of_HaifaPort_of_Haifa + XPort_of_HaifaPort_of_King_Abdul_Aziz\n",
       " <= 0\n",
       "\n",
       "_C242: - XPort_of_AqabaPort_of_Aqaba + XPort_of_AqabaPort_of_King_Abdul_Aziz\n",
       " <= 0\n",
       "\n",
       "_C243: XPort_of_ShuwaikhPort_of_King_Abdul_Aziz\n",
       " - XPort_of_ShuwaikhPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C244: - XPort_of_BeirutPort_of_Beirut\n",
       " + XPort_of_BeirutPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C245: XPort_of_SalalahPort_of_King_Abdul_Aziz\n",
       " - XPort_of_SalalahPort_of_Salalah <= 0\n",
       "\n",
       "_C246: - XPort_of_GazaPort_of_Gaza + XPort_of_GazaPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C247: - XPort_of_DohaPort_of_Doha + XPort_of_DohaPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C248: 0 XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C249: - XPort_of_JeddahPort_of_Jeddah\n",
       " + XPort_of_JeddahPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C250: XPort_of_LatakiaPort_of_King_Abdul_Aziz\n",
       " - XPort_of_LatakiaPort_of_Latakia <= 0\n",
       "\n",
       "_C251: XPort_of_MersinPort_of_King_Abdul_Aziz - XPort_of_MersinPort_of_Mersin\n",
       " <= 0\n",
       "\n",
       "_C252: - XPort_of_Jebel_AliPort_of_Jebel_Ali\n",
       " + XPort_of_Jebel_AliPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C253: - XPort_of_HodeidahPort_of_Hodeidah\n",
       " + XPort_of_HodeidahPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C254: - XMina_SalmanMina_Salman + XMina_SalmanPort_of_Jeddah <= 0\n",
       "\n",
       "_C255: - XLarnaca_PortLarnaca_Port + XLarnaca_PortPort_of_Jeddah <= 0\n",
       "\n",
       "_C256: - XPort_of_AlexandriaPort_of_Alexandria\n",
       " + XPort_of_AlexandriaPort_of_Jeddah <= 0\n",
       "\n",
       "_C257: - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas\n",
       " + XPort_of_Bandar_AbbasPort_of_Jeddah <= 0\n",
       "\n",
       "_C258: XPort_of_Umm_QasrPort_of_Jeddah - XPort_of_Umm_QasrPort_of_Umm_Qasr\n",
       " <= 0\n",
       "\n",
       "_C259: - XPort_of_HaifaPort_of_Haifa + XPort_of_HaifaPort_of_Jeddah <= 0\n",
       "\n",
       "_C260: - XPort_of_AqabaPort_of_Aqaba + XPort_of_AqabaPort_of_Jeddah <= 0\n",
       "\n",
       "_C261: XPort_of_ShuwaikhPort_of_Jeddah - XPort_of_ShuwaikhPort_of_Shuwaikh\n",
       " <= 0\n",
       "\n",
       "_C262: - XPort_of_BeirutPort_of_Beirut + XPort_of_BeirutPort_of_Jeddah <= 0\n",
       "\n",
       "_C263: XPort_of_SalalahPort_of_Jeddah - XPort_of_SalalahPort_of_Salalah <= 0\n",
       "\n",
       "_C264: - XPort_of_GazaPort_of_Gaza + XPort_of_GazaPort_of_Jeddah <= 0\n",
       "\n",
       "_C265: - XPort_of_DohaPort_of_Doha + XPort_of_DohaPort_of_Jeddah <= 0\n",
       "\n",
       "_C266: XPort_of_King_Abdul_AzizPort_of_Jeddah\n",
       " - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C267: 0 XPort_of_JeddahPort_of_Jeddah <= 0\n",
       "\n",
       "_C268: XPort_of_LatakiaPort_of_Jeddah - XPort_of_LatakiaPort_of_Latakia <= 0\n",
       "\n",
       "_C269: XPort_of_MersinPort_of_Jeddah - XPort_of_MersinPort_of_Mersin <= 0\n",
       "\n",
       "_C270: - XPort_of_Jebel_AliPort_of_Jebel_Ali\n",
       " + XPort_of_Jebel_AliPort_of_Jeddah <= 0\n",
       "\n",
       "_C271: - XPort_of_HodeidahPort_of_Hodeidah + XPort_of_HodeidahPort_of_Jeddah\n",
       " <= 0\n",
       "\n",
       "_C272: - XMina_SalmanMina_Salman + XMina_SalmanPort_of_Latakia <= 0\n",
       "\n",
       "_C273: - XLarnaca_PortLarnaca_Port + XLarnaca_PortPort_of_Latakia <= 0\n",
       "\n",
       "_C274: - XPort_of_AlexandriaPort_of_Alexandria\n",
       " + XPort_of_AlexandriaPort_of_Latakia <= 0\n",
       "\n",
       "_C275: - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas\n",
       " + XPort_of_Bandar_AbbasPort_of_Latakia <= 0\n",
       "\n",
       "_C276: XPort_of_Umm_QasrPort_of_Latakia - XPort_of_Umm_QasrPort_of_Umm_Qasr\n",
       " <= 0\n",
       "\n",
       "_C277: - XPort_of_HaifaPort_of_Haifa + XPort_of_HaifaPort_of_Latakia <= 0\n",
       "\n",
       "_C278: - XPort_of_AqabaPort_of_Aqaba + XPort_of_AqabaPort_of_Latakia <= 0\n",
       "\n",
       "_C279: XPort_of_ShuwaikhPort_of_Latakia - XPort_of_ShuwaikhPort_of_Shuwaikh\n",
       " <= 0\n",
       "\n",
       "_C280: - XPort_of_BeirutPort_of_Beirut + XPort_of_BeirutPort_of_Latakia <= 0\n",
       "\n",
       "_C281: XPort_of_SalalahPort_of_Latakia - XPort_of_SalalahPort_of_Salalah <= 0\n",
       "\n",
       "_C282: - XPort_of_GazaPort_of_Gaza + XPort_of_GazaPort_of_Latakia <= 0\n",
       "\n",
       "_C283: - XPort_of_DohaPort_of_Doha + XPort_of_DohaPort_of_Latakia <= 0\n",
       "\n",
       "_C284: - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz\n",
       " + XPort_of_King_Abdul_AzizPort_of_Latakia <= 0\n",
       "\n",
       "_C285: - XPort_of_JeddahPort_of_Jeddah + XPort_of_JeddahPort_of_Latakia <= 0\n",
       "\n",
       "_C286: 0 XPort_of_LatakiaPort_of_Latakia <= 0\n",
       "\n",
       "_C287: XPort_of_MersinPort_of_Latakia - XPort_of_MersinPort_of_Mersin <= 0\n",
       "\n",
       "_C288: - XPort_of_Jebel_AliPort_of_Jebel_Ali\n",
       " + XPort_of_Jebel_AliPort_of_Latakia <= 0\n",
       "\n",
       "_C289: - XPort_of_HodeidahPort_of_Hodeidah + XPort_of_HodeidahPort_of_Latakia\n",
       " <= 0\n",
       "\n",
       "_C290: - XMina_SalmanMina_Salman + XMina_SalmanPort_of_Mersin <= 0\n",
       "\n",
       "_C291: - XLarnaca_PortLarnaca_Port + XLarnaca_PortPort_of_Mersin <= 0\n",
       "\n",
       "_C292: - XPort_of_AlexandriaPort_of_Alexandria\n",
       " + XPort_of_AlexandriaPort_of_Mersin <= 0\n",
       "\n",
       "_C293: - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas\n",
       " + XPort_of_Bandar_AbbasPort_of_Mersin <= 0\n",
       "\n",
       "_C294: XPort_of_Umm_QasrPort_of_Mersin - XPort_of_Umm_QasrPort_of_Umm_Qasr\n",
       " <= 0\n",
       "\n",
       "_C295: - XPort_of_HaifaPort_of_Haifa + XPort_of_HaifaPort_of_Mersin <= 0\n",
       "\n",
       "_C296: - XPort_of_AqabaPort_of_Aqaba + XPort_of_AqabaPort_of_Mersin <= 0\n",
       "\n",
       "_C297: XPort_of_ShuwaikhPort_of_Mersin - XPort_of_ShuwaikhPort_of_Shuwaikh\n",
       " <= 0\n",
       "\n",
       "_C298: - XPort_of_BeirutPort_of_Beirut + XPort_of_BeirutPort_of_Mersin <= 0\n",
       "\n",
       "_C299: XPort_of_SalalahPort_of_Mersin - XPort_of_SalalahPort_of_Salalah <= 0\n",
       "\n",
       "_C300: - XPort_of_GazaPort_of_Gaza + XPort_of_GazaPort_of_Mersin <= 0\n",
       "\n",
       "_C301: - XPort_of_DohaPort_of_Doha + XPort_of_DohaPort_of_Mersin <= 0\n",
       "\n",
       "_C302: - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz\n",
       " + XPort_of_King_Abdul_AzizPort_of_Mersin <= 0\n",
       "\n",
       "_C303: - XPort_of_JeddahPort_of_Jeddah + XPort_of_JeddahPort_of_Mersin <= 0\n",
       "\n",
       "_C304: - XPort_of_LatakiaPort_of_Latakia + XPort_of_LatakiaPort_of_Mersin <= 0\n",
       "\n",
       "_C305: 0 XPort_of_MersinPort_of_Mersin <= 0\n",
       "\n",
       "_C306: - XPort_of_Jebel_AliPort_of_Jebel_Ali\n",
       " + XPort_of_Jebel_AliPort_of_Mersin <= 0\n",
       "\n",
       "_C307: - XPort_of_HodeidahPort_of_Hodeidah + XPort_of_HodeidahPort_of_Mersin\n",
       " <= 0\n",
       "\n",
       "_C308: - XMina_SalmanMina_Salman + XMina_SalmanPort_of_Jebel_Ali <= 0\n",
       "\n",
       "_C309: - XLarnaca_PortLarnaca_Port + XLarnaca_PortPort_of_Jebel_Ali <= 0\n",
       "\n",
       "_C310: - XPort_of_AlexandriaPort_of_Alexandria\n",
       " + XPort_of_AlexandriaPort_of_Jebel_Ali <= 0\n",
       "\n",
       "_C311: - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas\n",
       " + XPort_of_Bandar_AbbasPort_of_Jebel_Ali <= 0\n",
       "\n",
       "_C312: XPort_of_Umm_QasrPort_of_Jebel_Ali - XPort_of_Umm_QasrPort_of_Umm_Qasr\n",
       " <= 0\n",
       "\n",
       "_C313: - XPort_of_HaifaPort_of_Haifa + XPort_of_HaifaPort_of_Jebel_Ali <= 0\n",
       "\n",
       "_C314: - XPort_of_AqabaPort_of_Aqaba + XPort_of_AqabaPort_of_Jebel_Ali <= 0\n",
       "\n",
       "_C315: XPort_of_ShuwaikhPort_of_Jebel_Ali - XPort_of_ShuwaikhPort_of_Shuwaikh\n",
       " <= 0\n",
       "\n",
       "_C316: - XPort_of_BeirutPort_of_Beirut + XPort_of_BeirutPort_of_Jebel_Ali <= 0\n",
       "\n",
       "_C317: XPort_of_SalalahPort_of_Jebel_Ali - XPort_of_SalalahPort_of_Salalah\n",
       " <= 0\n",
       "\n",
       "_C318: - XPort_of_GazaPort_of_Gaza + XPort_of_GazaPort_of_Jebel_Ali <= 0\n",
       "\n",
       "_C319: - XPort_of_DohaPort_of_Doha + XPort_of_DohaPort_of_Jebel_Ali <= 0\n",
       "\n",
       "_C320: XPort_of_King_Abdul_AzizPort_of_Jebel_Ali\n",
       " - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C321: XPort_of_JeddahPort_of_Jebel_Ali - XPort_of_JeddahPort_of_Jeddah <= 0\n",
       "\n",
       "_C322: XPort_of_LatakiaPort_of_Jebel_Ali - XPort_of_LatakiaPort_of_Latakia\n",
       " <= 0\n",
       "\n",
       "_C323: XPort_of_MersinPort_of_Jebel_Ali - XPort_of_MersinPort_of_Mersin <= 0\n",
       "\n",
       "_C324: 0 XPort_of_Jebel_AliPort_of_Jebel_Ali <= 0\n",
       "\n",
       "_C325: - XPort_of_HodeidahPort_of_Hodeidah\n",
       " + XPort_of_HodeidahPort_of_Jebel_Ali <= 0\n",
       "\n",
       "_C326: - XMina_SalmanMina_Salman + XMina_SalmanPort_of_Hodeidah <= 0\n",
       "\n",
       "_C327: - XLarnaca_PortLarnaca_Port + XLarnaca_PortPort_of_Hodeidah <= 0\n",
       "\n",
       "_C328: - XPort_of_AlexandriaPort_of_Alexandria\n",
       " + XPort_of_AlexandriaPort_of_Hodeidah <= 0\n",
       "\n",
       "_C329: - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas\n",
       " + XPort_of_Bandar_AbbasPort_of_Hodeidah <= 0\n",
       "\n",
       "_C330: XPort_of_Umm_QasrPort_of_Hodeidah - XPort_of_Umm_QasrPort_of_Umm_Qasr\n",
       " <= 0\n",
       "\n",
       "_C331: - XPort_of_HaifaPort_of_Haifa + XPort_of_HaifaPort_of_Hodeidah <= 0\n",
       "\n",
       "_C332: - XPort_of_AqabaPort_of_Aqaba + XPort_of_AqabaPort_of_Hodeidah <= 0\n",
       "\n",
       "_C333: XPort_of_ShuwaikhPort_of_Hodeidah - XPort_of_ShuwaikhPort_of_Shuwaikh\n",
       " <= 0\n",
       "\n",
       "_C334: - XPort_of_BeirutPort_of_Beirut + XPort_of_BeirutPort_of_Hodeidah <= 0\n",
       "\n",
       "_C335: XPort_of_SalalahPort_of_Hodeidah - XPort_of_SalalahPort_of_Salalah <= 0\n",
       "\n",
       "_C336: - XPort_of_GazaPort_of_Gaza + XPort_of_GazaPort_of_Hodeidah <= 0\n",
       "\n",
       "_C337: - XPort_of_DohaPort_of_Doha + XPort_of_DohaPort_of_Hodeidah <= 0\n",
       "\n",
       "_C338: XPort_of_King_Abdul_AzizPort_of_Hodeidah\n",
       " - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C339: XPort_of_JeddahPort_of_Hodeidah - XPort_of_JeddahPort_of_Jeddah <= 0\n",
       "\n",
       "_C340: XPort_of_LatakiaPort_of_Hodeidah - XPort_of_LatakiaPort_of_Latakia <= 0\n",
       "\n",
       "_C341: XPort_of_MersinPort_of_Hodeidah - XPort_of_MersinPort_of_Mersin <= 0\n",
       "\n",
       "_C342: XPort_of_Jebel_AliPort_of_Hodeidah\n",
       " - XPort_of_Jebel_AliPort_of_Jebel_Ali <= 0\n",
       "\n",
       "_C343: 0 XPort_of_HodeidahPort_of_Hodeidah <= 0\n",
       "\n",
       "_C344: 19249.25 XMina_SalmanLarnaca_Port + 50406.42 XMina_SalmanMina_Salman\n",
       " + 209460.93 XMina_SalmanPort_of_Alexandria\n",
       " + 102409.85 XMina_SalmanPort_of_Aqaba\n",
       " + 143732.62 XMina_SalmanPort_of_Bandar_Abbas\n",
       " + 47482.47 XMina_SalmanPort_of_Beirut + 52803.99 XMina_SalmanPort_of_Doha\n",
       " + 10817.09 XMina_SalmanPort_of_Gaza + 208650.15 XMina_SalmanPort_of_Haifa\n",
       " + 15342.11 XMina_SalmanPort_of_Hodeidah\n",
       " + 470491.88 XMina_SalmanPort_of_Jebel_Ali\n",
       " + 243021.65 XMina_SalmanPort_of_Jeddah\n",
       " + 243021.65 XMina_SalmanPort_of_King_Abdul_Aziz\n",
       " + 28787.5 XMina_SalmanPort_of_Latakia + 127118.55 XMina_SalmanPort_of_Mersin\n",
       " + 143034.01 XMina_SalmanPort_of_Salalah\n",
       " + 126672.23 XMina_SalmanPort_of_Shuwaikh\n",
       " + 206235.1 XMina_SalmanPort_of_Umm_Qasr <= 1250000\n",
       "\n",
       "_C345: 19249.25 XLarnaca_PortLarnaca_Port + 50406.42 XLarnaca_PortMina_Salman\n",
       " + 209460.93 XLarnaca_PortPort_of_Alexandria\n",
       " + 102409.85 XLarnaca_PortPort_of_Aqaba\n",
       " + 143732.62 XLarnaca_PortPort_of_Bandar_Abbas\n",
       " + 47482.47 XLarnaca_PortPort_of_Beirut + 52803.99 XLarnaca_PortPort_of_Doha\n",
       " + 10817.09 XLarnaca_PortPort_of_Gaza + 208650.15 XLarnaca_PortPort_of_Haifa\n",
       " + 15342.11 XLarnaca_PortPort_of_Hodeidah\n",
       " + 470491.88 XLarnaca_PortPort_of_Jebel_Ali\n",
       " + 243021.65 XLarnaca_PortPort_of_Jeddah\n",
       " + 243021.65 XLarnaca_PortPort_of_King_Abdul_Aziz\n",
       " + 28787.5 XLarnaca_PortPort_of_Latakia\n",
       " + 127118.55 XLarnaca_PortPort_of_Mersin\n",
       " + 143034.01 XLarnaca_PortPort_of_Salalah\n",
       " + 126672.23 XLarnaca_PortPort_of_Shuwaikh\n",
       " + 206235.1 XLarnaca_PortPort_of_Umm_Qasr <= 1250000\n",
       "\n",
       "_C346: 19249.25 XPort_of_AlexandriaLarnaca_Port\n",
       " + 50406.42 XPort_of_AlexandriaMina_Salman\n",
       " + 209460.93 XPort_of_AlexandriaPort_of_Alexandria\n",
       " + 102409.85 XPort_of_AlexandriaPort_of_Aqaba\n",
       " + 143732.62 XPort_of_AlexandriaPort_of_Bandar_Abbas\n",
       " + 47482.47 XPort_of_AlexandriaPort_of_Beirut\n",
       " + 52803.99 XPort_of_AlexandriaPort_of_Doha\n",
       " + 10817.09 XPort_of_AlexandriaPort_of_Gaza\n",
       " + 208650.15 XPort_of_AlexandriaPort_of_Haifa\n",
       " + 15342.11 XPort_of_AlexandriaPort_of_Hodeidah\n",
       " + 470491.88 XPort_of_AlexandriaPort_of_Jebel_Ali\n",
       " + 243021.65 XPort_of_AlexandriaPort_of_Jeddah\n",
       " + 243021.65 XPort_of_AlexandriaPort_of_King_Abdul_Aziz\n",
       " + 28787.5 XPort_of_AlexandriaPort_of_Latakia\n",
       " + 127118.55 XPort_of_AlexandriaPort_of_Mersin\n",
       " + 143034.01 XPort_of_AlexandriaPort_of_Salalah\n",
       " + 126672.23 XPort_of_AlexandriaPort_of_Shuwaikh\n",
       " + 206235.1 XPort_of_AlexandriaPort_of_Umm_Qasr <= 1250000\n",
       "\n",
       "_C347: 19249.25 XPort_of_Bandar_AbbasLarnaca_Port\n",
       " + 50406.42 XPort_of_Bandar_AbbasMina_Salman\n",
       " + 209460.93 XPort_of_Bandar_AbbasPort_of_Alexandria\n",
       " + 102409.85 XPort_of_Bandar_AbbasPort_of_Aqaba\n",
       " + 143732.62 XPort_of_Bandar_AbbasPort_of_Bandar_Abbas\n",
       " + 47482.47 XPort_of_Bandar_AbbasPort_of_Beirut\n",
       " + 52803.99 XPort_of_Bandar_AbbasPort_of_Doha\n",
       " + 10817.09 XPort_of_Bandar_AbbasPort_of_Gaza\n",
       " + 208650.15 XPort_of_Bandar_AbbasPort_of_Haifa\n",
       " + 15342.11 XPort_of_Bandar_AbbasPort_of_Hodeidah\n",
       " + 470491.88 XPort_of_Bandar_AbbasPort_of_Jebel_Ali\n",
       " + 243021.65 XPort_of_Bandar_AbbasPort_of_Jeddah\n",
       " + 243021.65 XPort_of_Bandar_AbbasPort_of_King_Abdul_Aziz\n",
       " + 28787.5 XPort_of_Bandar_AbbasPort_of_Latakia\n",
       " + 127118.55 XPort_of_Bandar_AbbasPort_of_Mersin\n",
       " + 143034.01 XPort_of_Bandar_AbbasPort_of_Salalah\n",
       " + 126672.23 XPort_of_Bandar_AbbasPort_of_Shuwaikh\n",
       " + 206235.1 XPort_of_Bandar_AbbasPort_of_Umm_Qasr <= 1250000\n",
       "\n",
       "_C348: 19249.25 XPort_of_Umm_QasrLarnaca_Port\n",
       " + 50406.42 XPort_of_Umm_QasrMina_Salman\n",
       " + 209460.93 XPort_of_Umm_QasrPort_of_Alexandria\n",
       " + 102409.85 XPort_of_Umm_QasrPort_of_Aqaba\n",
       " + 143732.62 XPort_of_Umm_QasrPort_of_Bandar_Abbas\n",
       " + 47482.47 XPort_of_Umm_QasrPort_of_Beirut\n",
       " + 52803.99 XPort_of_Umm_QasrPort_of_Doha\n",
       " + 10817.09 XPort_of_Umm_QasrPort_of_Gaza\n",
       " + 208650.15 XPort_of_Umm_QasrPort_of_Haifa\n",
       " + 15342.11 XPort_of_Umm_QasrPort_of_Hodeidah\n",
       " + 470491.88 XPort_of_Umm_QasrPort_of_Jebel_Ali\n",
       " + 243021.65 XPort_of_Umm_QasrPort_of_Jeddah\n",
       " + 243021.65 XPort_of_Umm_QasrPort_of_King_Abdul_Aziz\n",
       " + 28787.5 XPort_of_Umm_QasrPort_of_Latakia\n",
       " + 127118.55 XPort_of_Umm_QasrPort_of_Mersin\n",
       " + 143034.01 XPort_of_Umm_QasrPort_of_Salalah\n",
       " + 126672.23 XPort_of_Umm_QasrPort_of_Shuwaikh\n",
       " + 206235.1 XPort_of_Umm_QasrPort_of_Umm_Qasr <= 1250000\n",
       "\n",
       "_C349: 19249.25 XPort_of_HaifaLarnaca_Port\n",
       " + 50406.42 XPort_of_HaifaMina_Salman\n",
       " + 209460.93 XPort_of_HaifaPort_of_Alexandria\n",
       " + 102409.85 XPort_of_HaifaPort_of_Aqaba\n",
       " + 143732.62 XPort_of_HaifaPort_of_Bandar_Abbas\n",
       " + 47482.47 XPort_of_HaifaPort_of_Beirut + 52803.99 XPort_of_HaifaPort_of_Doha\n",
       " + 10817.09 XPort_of_HaifaPort_of_Gaza + 208650.15 XPort_of_HaifaPort_of_Haifa\n",
       " + 15342.11 XPort_of_HaifaPort_of_Hodeidah\n",
       " + 470491.88 XPort_of_HaifaPort_of_Jebel_Ali\n",
       " + 243021.65 XPort_of_HaifaPort_of_Jeddah\n",
       " + 243021.65 XPort_of_HaifaPort_of_King_Abdul_Aziz\n",
       " + 28787.5 XPort_of_HaifaPort_of_Latakia\n",
       " + 127118.55 XPort_of_HaifaPort_of_Mersin\n",
       " + 143034.01 XPort_of_HaifaPort_of_Salalah\n",
       " + 126672.23 XPort_of_HaifaPort_of_Shuwaikh\n",
       " + 206235.1 XPort_of_HaifaPort_of_Umm_Qasr <= 1250000\n",
       "\n",
       "_C350: 19249.25 XPort_of_AqabaLarnaca_Port\n",
       " + 50406.42 XPort_of_AqabaMina_Salman\n",
       " + 209460.93 XPort_of_AqabaPort_of_Alexandria\n",
       " + 102409.85 XPort_of_AqabaPort_of_Aqaba\n",
       " + 143732.62 XPort_of_AqabaPort_of_Bandar_Abbas\n",
       " + 47482.47 XPort_of_AqabaPort_of_Beirut + 52803.99 XPort_of_AqabaPort_of_Doha\n",
       " + 10817.09 XPort_of_AqabaPort_of_Gaza + 208650.15 XPort_of_AqabaPort_of_Haifa\n",
       " + 15342.11 XPort_of_AqabaPort_of_Hodeidah\n",
       " + 470491.88 XPort_of_AqabaPort_of_Jebel_Ali\n",
       " + 243021.65 XPort_of_AqabaPort_of_Jeddah\n",
       " + 243021.65 XPort_of_AqabaPort_of_King_Abdul_Aziz\n",
       " + 28787.5 XPort_of_AqabaPort_of_Latakia\n",
       " + 127118.55 XPort_of_AqabaPort_of_Mersin\n",
       " + 143034.01 XPort_of_AqabaPort_of_Salalah\n",
       " + 126672.23 XPort_of_AqabaPort_of_Shuwaikh\n",
       " + 206235.1 XPort_of_AqabaPort_of_Umm_Qasr <= 1250000\n",
       "\n",
       "_C351: 19249.25 XPort_of_ShuwaikhLarnaca_Port\n",
       " + 50406.42 XPort_of_ShuwaikhMina_Salman\n",
       " + 209460.93 XPort_of_ShuwaikhPort_of_Alexandria\n",
       " + 102409.85 XPort_of_ShuwaikhPort_of_Aqaba\n",
       " + 143732.62 XPort_of_ShuwaikhPort_of_Bandar_Abbas\n",
       " + 47482.47 XPort_of_ShuwaikhPort_of_Beirut\n",
       " + 52803.99 XPort_of_ShuwaikhPort_of_Doha\n",
       " + 10817.09 XPort_of_ShuwaikhPort_of_Gaza\n",
       " + 208650.15 XPort_of_ShuwaikhPort_of_Haifa\n",
       " + 15342.11 XPort_of_ShuwaikhPort_of_Hodeidah\n",
       " + 470491.88 XPort_of_ShuwaikhPort_of_Jebel_Ali\n",
       " + 243021.65 XPort_of_ShuwaikhPort_of_Jeddah\n",
       " + 243021.65 XPort_of_ShuwaikhPort_of_King_Abdul_Aziz\n",
       " + 28787.5 XPort_of_ShuwaikhPort_of_Latakia\n",
       " + 127118.55 XPort_of_ShuwaikhPort_of_Mersin\n",
       " + 143034.01 XPort_of_ShuwaikhPort_of_Salalah\n",
       " + 126672.23 XPort_of_ShuwaikhPort_of_Shuwaikh\n",
       " + 206235.1 XPort_of_ShuwaikhPort_of_Umm_Qasr <= 1250000\n",
       "\n",
       "_C352: 19249.25 XPort_of_BeirutLarnaca_Port\n",
       " + 50406.42 XPort_of_BeirutMina_Salman\n",
       " + 209460.93 XPort_of_BeirutPort_of_Alexandria\n",
       " + 102409.85 XPort_of_BeirutPort_of_Aqaba\n",
       " + 143732.62 XPort_of_BeirutPort_of_Bandar_Abbas\n",
       " + 47482.47 XPort_of_BeirutPort_of_Beirut\n",
       " + 52803.99 XPort_of_BeirutPort_of_Doha + 10817.09 XPort_of_BeirutPort_of_Gaza\n",
       " + 208650.15 XPort_of_BeirutPort_of_Haifa\n",
       " + 15342.11 XPort_of_BeirutPort_of_Hodeidah\n",
       " + 470491.88 XPort_of_BeirutPort_of_Jebel_Ali\n",
       " + 243021.65 XPort_of_BeirutPort_of_Jeddah\n",
       " + 243021.65 XPort_of_BeirutPort_of_King_Abdul_Aziz\n",
       " + 28787.5 XPort_of_BeirutPort_of_Latakia\n",
       " + 127118.55 XPort_of_BeirutPort_of_Mersin\n",
       " + 143034.01 XPort_of_BeirutPort_of_Salalah\n",
       " + 126672.23 XPort_of_BeirutPort_of_Shuwaikh\n",
       " + 206235.1 XPort_of_BeirutPort_of_Umm_Qasr <= 1250000\n",
       "\n",
       "_C353: 19249.25 XPort_of_SalalahLarnaca_Port\n",
       " + 50406.42 XPort_of_SalalahMina_Salman\n",
       " + 209460.93 XPort_of_SalalahPort_of_Alexandria\n",
       " + 102409.85 XPort_of_SalalahPort_of_Aqaba\n",
       " + 143732.62 XPort_of_SalalahPort_of_Bandar_Abbas\n",
       " + 47482.47 XPort_of_SalalahPort_of_Beirut\n",
       " + 52803.99 XPort_of_SalalahPort_of_Doha\n",
       " + 10817.09 XPort_of_SalalahPort_of_Gaza\n",
       " + 208650.15 XPort_of_SalalahPort_of_Haifa\n",
       " + 15342.11 XPort_of_SalalahPort_of_Hodeidah\n",
       " + 470491.88 XPort_of_SalalahPort_of_Jebel_Ali\n",
       " + 243021.65 XPort_of_SalalahPort_of_Jeddah\n",
       " + 243021.65 XPort_of_SalalahPort_of_King_Abdul_Aziz\n",
       " + 28787.5 XPort_of_SalalahPort_of_Latakia\n",
       " + 127118.55 XPort_of_SalalahPort_of_Mersin\n",
       " + 143034.01 XPort_of_SalalahPort_of_Salalah\n",
       " + 126672.23 XPort_of_SalalahPort_of_Shuwaikh\n",
       " + 206235.1 XPort_of_SalalahPort_of_Umm_Qasr <= 1250000\n",
       "\n",
       "_C354: 19249.25 XPort_of_GazaLarnaca_Port + 50406.42 XPort_of_GazaMina_Salman\n",
       " + 209460.93 XPort_of_GazaPort_of_Alexandria\n",
       " + 102409.85 XPort_of_GazaPort_of_Aqaba\n",
       " + 143732.62 XPort_of_GazaPort_of_Bandar_Abbas\n",
       " + 47482.47 XPort_of_GazaPort_of_Beirut + 52803.99 XPort_of_GazaPort_of_Doha\n",
       " + 10817.09 XPort_of_GazaPort_of_Gaza + 208650.15 XPort_of_GazaPort_of_Haifa\n",
       " + 15342.11 XPort_of_GazaPort_of_Hodeidah\n",
       " + 470491.88 XPort_of_GazaPort_of_Jebel_Ali\n",
       " + 243021.65 XPort_of_GazaPort_of_Jeddah\n",
       " + 243021.65 XPort_of_GazaPort_of_King_Abdul_Aziz\n",
       " + 28787.5 XPort_of_GazaPort_of_Latakia\n",
       " + 127118.55 XPort_of_GazaPort_of_Mersin\n",
       " + 143034.01 XPort_of_GazaPort_of_Salalah\n",
       " + 126672.23 XPort_of_GazaPort_of_Shuwaikh\n",
       " + 206235.1 XPort_of_GazaPort_of_Umm_Qasr <= 1250000\n",
       "\n",
       "_C355: 19249.25 XPort_of_DohaLarnaca_Port + 50406.42 XPort_of_DohaMina_Salman\n",
       " + 209460.93 XPort_of_DohaPort_of_Alexandria\n",
       " + 102409.85 XPort_of_DohaPort_of_Aqaba\n",
       " + 143732.62 XPort_of_DohaPort_of_Bandar_Abbas\n",
       " + 47482.47 XPort_of_DohaPort_of_Beirut + 52803.99 XPort_of_DohaPort_of_Doha\n",
       " + 10817.09 XPort_of_DohaPort_of_Gaza + 208650.15 XPort_of_DohaPort_of_Haifa\n",
       " + 15342.11 XPort_of_DohaPort_of_Hodeidah\n",
       " + 470491.88 XPort_of_DohaPort_of_Jebel_Ali\n",
       " + 243021.65 XPort_of_DohaPort_of_Jeddah\n",
       " + 243021.65 XPort_of_DohaPort_of_King_Abdul_Aziz\n",
       " + 28787.5 XPort_of_DohaPort_of_Latakia\n",
       " + 127118.55 XPort_of_DohaPort_of_Mersin\n",
       " + 143034.01 XPort_of_DohaPort_of_Salalah\n",
       " + 126672.23 XPort_of_DohaPort_of_Shuwaikh\n",
       " + 206235.1 XPort_of_DohaPort_of_Umm_Qasr <= 1250000\n",
       "\n",
       "_C356: 19249.25 XPort_of_King_Abdul_AzizLarnaca_Port\n",
       " + 50406.42 XPort_of_King_Abdul_AzizMina_Salman\n",
       " + 209460.93 XPort_of_King_Abdul_AzizPort_of_Alexandria\n",
       " + 102409.85 XPort_of_King_Abdul_AzizPort_of_Aqaba\n",
       " + 143732.62 XPort_of_King_Abdul_AzizPort_of_Bandar_Abbas\n",
       " + 47482.47 XPort_of_King_Abdul_AzizPort_of_Beirut\n",
       " + 52803.99 XPort_of_King_Abdul_AzizPort_of_Doha\n",
       " + 10817.09 XPort_of_King_Abdul_AzizPort_of_Gaza\n",
       " + 208650.15 XPort_of_King_Abdul_AzizPort_of_Haifa\n",
       " + 15342.11 XPort_of_King_Abdul_AzizPort_of_Hodeidah\n",
       " + 470491.88 XPort_of_King_Abdul_AzizPort_of_Jebel_Ali\n",
       " + 243021.65 XPort_of_King_Abdul_AzizPort_of_Jeddah\n",
       " + 243021.65 XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz\n",
       " + 28787.5 XPort_of_King_Abdul_AzizPort_of_Latakia\n",
       " + 127118.55 XPort_of_King_Abdul_AzizPort_of_Mersin\n",
       " + 143034.01 XPort_of_King_Abdul_AzizPort_of_Salalah\n",
       " + 126672.23 XPort_of_King_Abdul_AzizPort_of_Shuwaikh\n",
       " + 206235.1 XPort_of_King_Abdul_AzizPort_of_Umm_Qasr <= 1250000\n",
       "\n",
       "_C357: 19249.25 XPort_of_JeddahLarnaca_Port\n",
       " + 50406.42 XPort_of_JeddahMina_Salman\n",
       " + 209460.93 XPort_of_JeddahPort_of_Alexandria\n",
       " + 102409.85 XPort_of_JeddahPort_of_Aqaba\n",
       " + 143732.62 XPort_of_JeddahPort_of_Bandar_Abbas\n",
       " + 47482.47 XPort_of_JeddahPort_of_Beirut\n",
       " + 52803.99 XPort_of_JeddahPort_of_Doha + 10817.09 XPort_of_JeddahPort_of_Gaza\n",
       " + 208650.15 XPort_of_JeddahPort_of_Haifa\n",
       " + 15342.11 XPort_of_JeddahPort_of_Hodeidah\n",
       " + 470491.88 XPort_of_JeddahPort_of_Jebel_Ali\n",
       " + 243021.65 XPort_of_JeddahPort_of_Jeddah\n",
       " + 243021.65 XPort_of_JeddahPort_of_King_Abdul_Aziz\n",
       " + 28787.5 XPort_of_JeddahPort_of_Latakia\n",
       " + 127118.55 XPort_of_JeddahPort_of_Mersin\n",
       " + 143034.01 XPort_of_JeddahPort_of_Salalah\n",
       " + 126672.23 XPort_of_JeddahPort_of_Shuwaikh\n",
       " + 206235.1 XPort_of_JeddahPort_of_Umm_Qasr <= 1250000\n",
       "\n",
       "_C358: 19249.25 XPort_of_LatakiaLarnaca_Port\n",
       " + 50406.42 XPort_of_LatakiaMina_Salman\n",
       " + 209460.93 XPort_of_LatakiaPort_of_Alexandria\n",
       " + 102409.85 XPort_of_LatakiaPort_of_Aqaba\n",
       " + 143732.62 XPort_of_LatakiaPort_of_Bandar_Abbas\n",
       " + 47482.47 XPort_of_LatakiaPort_of_Beirut\n",
       " + 52803.99 XPort_of_LatakiaPort_of_Doha\n",
       " + 10817.09 XPort_of_LatakiaPort_of_Gaza\n",
       " + 208650.15 XPort_of_LatakiaPort_of_Haifa\n",
       " + 15342.11 XPort_of_LatakiaPort_of_Hodeidah\n",
       " + 470491.88 XPort_of_LatakiaPort_of_Jebel_Ali\n",
       " + 243021.65 XPort_of_LatakiaPort_of_Jeddah\n",
       " + 243021.65 XPort_of_LatakiaPort_of_King_Abdul_Aziz\n",
       " + 28787.5 XPort_of_LatakiaPort_of_Latakia\n",
       " + 127118.55 XPort_of_LatakiaPort_of_Mersin\n",
       " + 143034.01 XPort_of_LatakiaPort_of_Salalah\n",
       " + 126672.23 XPort_of_LatakiaPort_of_Shuwaikh\n",
       " + 206235.1 XPort_of_LatakiaPort_of_Umm_Qasr <= 1250000\n",
       "\n",
       "_C359: 19249.25 XPort_of_MersinLarnaca_Port\n",
       " + 50406.42 XPort_of_MersinMina_Salman\n",
       " + 209460.93 XPort_of_MersinPort_of_Alexandria\n",
       " + 102409.85 XPort_of_MersinPort_of_Aqaba\n",
       " + 143732.62 XPort_of_MersinPort_of_Bandar_Abbas\n",
       " + 47482.47 XPort_of_MersinPort_of_Beirut\n",
       " + 52803.99 XPort_of_MersinPort_of_Doha + 10817.09 XPort_of_MersinPort_of_Gaza\n",
       " + 208650.15 XPort_of_MersinPort_of_Haifa\n",
       " + 15342.11 XPort_of_MersinPort_of_Hodeidah\n",
       " + 470491.88 XPort_of_MersinPort_of_Jebel_Ali\n",
       " + 243021.65 XPort_of_MersinPort_of_Jeddah\n",
       " + 243021.65 XPort_of_MersinPort_of_King_Abdul_Aziz\n",
       " + 28787.5 XPort_of_MersinPort_of_Latakia\n",
       " + 127118.55 XPort_of_MersinPort_of_Mersin\n",
       " + 143034.01 XPort_of_MersinPort_of_Salalah\n",
       " + 126672.23 XPort_of_MersinPort_of_Shuwaikh\n",
       " + 206235.1 XPort_of_MersinPort_of_Umm_Qasr <= 1250000\n",
       "\n",
       "_C360: 19249.25 XPort_of_Jebel_AliLarnaca_Port\n",
       " + 50406.42 XPort_of_Jebel_AliMina_Salman\n",
       " + 209460.93 XPort_of_Jebel_AliPort_of_Alexandria\n",
       " + 102409.85 XPort_of_Jebel_AliPort_of_Aqaba\n",
       " + 143732.62 XPort_of_Jebel_AliPort_of_Bandar_Abbas\n",
       " + 47482.47 XPort_of_Jebel_AliPort_of_Beirut\n",
       " + 52803.99 XPort_of_Jebel_AliPort_of_Doha\n",
       " + 10817.09 XPort_of_Jebel_AliPort_of_Gaza\n",
       " + 208650.15 XPort_of_Jebel_AliPort_of_Haifa\n",
       " + 15342.11 XPort_of_Jebel_AliPort_of_Hodeidah\n",
       " + 470491.88 XPort_of_Jebel_AliPort_of_Jebel_Ali\n",
       " + 243021.65 XPort_of_Jebel_AliPort_of_Jeddah\n",
       " + 243021.65 XPort_of_Jebel_AliPort_of_King_Abdul_Aziz\n",
       " + 28787.5 XPort_of_Jebel_AliPort_of_Latakia\n",
       " + 127118.55 XPort_of_Jebel_AliPort_of_Mersin\n",
       " + 143034.01 XPort_of_Jebel_AliPort_of_Salalah\n",
       " + 126672.23 XPort_of_Jebel_AliPort_of_Shuwaikh\n",
       " + 206235.1 XPort_of_Jebel_AliPort_of_Umm_Qasr <= 1250000\n",
       "\n",
       "_C361: 19249.25 XPort_of_HodeidahLarnaca_Port\n",
       " + 50406.42 XPort_of_HodeidahMina_Salman\n",
       " + 209460.93 XPort_of_HodeidahPort_of_Alexandria\n",
       " + 102409.85 XPort_of_HodeidahPort_of_Aqaba\n",
       " + 143732.62 XPort_of_HodeidahPort_of_Bandar_Abbas\n",
       " + 47482.47 XPort_of_HodeidahPort_of_Beirut\n",
       " + 52803.99 XPort_of_HodeidahPort_of_Doha\n",
       " + 10817.09 XPort_of_HodeidahPort_of_Gaza\n",
       " + 208650.15 XPort_of_HodeidahPort_of_Haifa\n",
       " + 15342.11 XPort_of_HodeidahPort_of_Hodeidah\n",
       " + 470491.88 XPort_of_HodeidahPort_of_Jebel_Ali\n",
       " + 243021.65 XPort_of_HodeidahPort_of_Jeddah\n",
       " + 243021.65 XPort_of_HodeidahPort_of_King_Abdul_Aziz\n",
       " + 28787.5 XPort_of_HodeidahPort_of_Latakia\n",
       " + 127118.55 XPort_of_HodeidahPort_of_Mersin\n",
       " + 143034.01 XPort_of_HodeidahPort_of_Salalah\n",
       " + 126672.23 XPort_of_HodeidahPort_of_Shuwaikh\n",
       " + 206235.1 XPort_of_HodeidahPort_of_Umm_Qasr <= 1250000\n",
       "\n",
       "VARIABLES\n",
       "0 <= XLarnaca_PortLarnaca_Port <= 1 Integer\n",
       "0 <= XLarnaca_PortMina_Salman <= 1 Integer\n",
       "0 <= XLarnaca_PortPort_of_Alexandria <= 1 Integer\n",
       "0 <= XLarnaca_PortPort_of_Aqaba <= 1 Integer\n",
       "0 <= XLarnaca_PortPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XLarnaca_PortPort_of_Beirut <= 1 Integer\n",
       "0 <= XLarnaca_PortPort_of_Doha <= 1 Integer\n",
       "0 <= XLarnaca_PortPort_of_Gaza <= 1 Integer\n",
       "0 <= XLarnaca_PortPort_of_Haifa <= 1 Integer\n",
       "0 <= XLarnaca_PortPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XLarnaca_PortPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XLarnaca_PortPort_of_Jeddah <= 1 Integer\n",
       "0 <= XLarnaca_PortPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XLarnaca_PortPort_of_Latakia <= 1 Integer\n",
       "0 <= XLarnaca_PortPort_of_Mersin <= 1 Integer\n",
       "0 <= XLarnaca_PortPort_of_Salalah <= 1 Integer\n",
       "0 <= XLarnaca_PortPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XLarnaca_PortPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XMina_SalmanLarnaca_Port <= 1 Integer\n",
       "0 <= XMina_SalmanMina_Salman <= 1 Integer\n",
       "0 <= XMina_SalmanPort_of_Alexandria <= 1 Integer\n",
       "0 <= XMina_SalmanPort_of_Aqaba <= 1 Integer\n",
       "0 <= XMina_SalmanPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XMina_SalmanPort_of_Beirut <= 1 Integer\n",
       "0 <= XMina_SalmanPort_of_Doha <= 1 Integer\n",
       "0 <= XMina_SalmanPort_of_Gaza <= 1 Integer\n",
       "0 <= XMina_SalmanPort_of_Haifa <= 1 Integer\n",
       "0 <= XMina_SalmanPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XMina_SalmanPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XMina_SalmanPort_of_Jeddah <= 1 Integer\n",
       "0 <= XMina_SalmanPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XMina_SalmanPort_of_Latakia <= 1 Integer\n",
       "0 <= XMina_SalmanPort_of_Mersin <= 1 Integer\n",
       "0 <= XMina_SalmanPort_of_Salalah <= 1 Integer\n",
       "0 <= XMina_SalmanPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XMina_SalmanPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaLarnaca_Port <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaMina_Salman <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaPort_of_Alexandria <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaPort_of_Aqaba <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaPort_of_Beirut <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaPort_of_Doha <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaPort_of_Gaza <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaPort_of_Haifa <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaPort_of_Jeddah <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaPort_of_Latakia <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaPort_of_Mersin <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaPort_of_Salalah <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XPort_of_AqabaLarnaca_Port <= 1 Integer\n",
       "0 <= XPort_of_AqabaMina_Salman <= 1 Integer\n",
       "0 <= XPort_of_AqabaPort_of_Alexandria <= 1 Integer\n",
       "0 <= XPort_of_AqabaPort_of_Aqaba <= 1 Integer\n",
       "0 <= XPort_of_AqabaPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XPort_of_AqabaPort_of_Beirut <= 1 Integer\n",
       "0 <= XPort_of_AqabaPort_of_Doha <= 1 Integer\n",
       "0 <= XPort_of_AqabaPort_of_Gaza <= 1 Integer\n",
       "0 <= XPort_of_AqabaPort_of_Haifa <= 1 Integer\n",
       "0 <= XPort_of_AqabaPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XPort_of_AqabaPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XPort_of_AqabaPort_of_Jeddah <= 1 Integer\n",
       "0 <= XPort_of_AqabaPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XPort_of_AqabaPort_of_Latakia <= 1 Integer\n",
       "0 <= XPort_of_AqabaPort_of_Mersin <= 1 Integer\n",
       "0 <= XPort_of_AqabaPort_of_Salalah <= 1 Integer\n",
       "0 <= XPort_of_AqabaPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XPort_of_AqabaPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasLarnaca_Port <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasMina_Salman <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasPort_of_Alexandria <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasPort_of_Aqaba <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasPort_of_Beirut <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasPort_of_Doha <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasPort_of_Gaza <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasPort_of_Haifa <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasPort_of_Jeddah <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasPort_of_Latakia <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasPort_of_Mersin <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasPort_of_Salalah <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XPort_of_BeirutLarnaca_Port <= 1 Integer\n",
       "0 <= XPort_of_BeirutMina_Salman <= 1 Integer\n",
       "0 <= XPort_of_BeirutPort_of_Alexandria <= 1 Integer\n",
       "0 <= XPort_of_BeirutPort_of_Aqaba <= 1 Integer\n",
       "0 <= XPort_of_BeirutPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XPort_of_BeirutPort_of_Beirut <= 1 Integer\n",
       "0 <= XPort_of_BeirutPort_of_Doha <= 1 Integer\n",
       "0 <= XPort_of_BeirutPort_of_Gaza <= 1 Integer\n",
       "0 <= XPort_of_BeirutPort_of_Haifa <= 1 Integer\n",
       "0 <= XPort_of_BeirutPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XPort_of_BeirutPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XPort_of_BeirutPort_of_Jeddah <= 1 Integer\n",
       "0 <= XPort_of_BeirutPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XPort_of_BeirutPort_of_Latakia <= 1 Integer\n",
       "0 <= XPort_of_BeirutPort_of_Mersin <= 1 Integer\n",
       "0 <= XPort_of_BeirutPort_of_Salalah <= 1 Integer\n",
       "0 <= XPort_of_BeirutPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XPort_of_BeirutPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XPort_of_DohaLarnaca_Port <= 1 Integer\n",
       "0 <= XPort_of_DohaMina_Salman <= 1 Integer\n",
       "0 <= XPort_of_DohaPort_of_Alexandria <= 1 Integer\n",
       "0 <= XPort_of_DohaPort_of_Aqaba <= 1 Integer\n",
       "0 <= XPort_of_DohaPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XPort_of_DohaPort_of_Beirut <= 1 Integer\n",
       "0 <= XPort_of_DohaPort_of_Doha <= 1 Integer\n",
       "0 <= XPort_of_DohaPort_of_Gaza <= 1 Integer\n",
       "0 <= XPort_of_DohaPort_of_Haifa <= 1 Integer\n",
       "0 <= XPort_of_DohaPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XPort_of_DohaPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XPort_of_DohaPort_of_Jeddah <= 1 Integer\n",
       "0 <= XPort_of_DohaPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XPort_of_DohaPort_of_Latakia <= 1 Integer\n",
       "0 <= XPort_of_DohaPort_of_Mersin <= 1 Integer\n",
       "0 <= XPort_of_DohaPort_of_Salalah <= 1 Integer\n",
       "0 <= XPort_of_DohaPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XPort_of_DohaPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XPort_of_GazaLarnaca_Port <= 1 Integer\n",
       "0 <= XPort_of_GazaMina_Salman <= 1 Integer\n",
       "0 <= XPort_of_GazaPort_of_Alexandria <= 1 Integer\n",
       "0 <= XPort_of_GazaPort_of_Aqaba <= 1 Integer\n",
       "0 <= XPort_of_GazaPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XPort_of_GazaPort_of_Beirut <= 1 Integer\n",
       "0 <= XPort_of_GazaPort_of_Doha <= 1 Integer\n",
       "0 <= XPort_of_GazaPort_of_Gaza <= 1 Integer\n",
       "0 <= XPort_of_GazaPort_of_Haifa <= 1 Integer\n",
       "0 <= XPort_of_GazaPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XPort_of_GazaPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XPort_of_GazaPort_of_Jeddah <= 1 Integer\n",
       "0 <= XPort_of_GazaPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XPort_of_GazaPort_of_Latakia <= 1 Integer\n",
       "0 <= XPort_of_GazaPort_of_Mersin <= 1 Integer\n",
       "0 <= XPort_of_GazaPort_of_Salalah <= 1 Integer\n",
       "0 <= XPort_of_GazaPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XPort_of_GazaPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XPort_of_HaifaLarnaca_Port <= 1 Integer\n",
       "0 <= XPort_of_HaifaMina_Salman <= 1 Integer\n",
       "0 <= XPort_of_HaifaPort_of_Alexandria <= 1 Integer\n",
       "0 <= XPort_of_HaifaPort_of_Aqaba <= 1 Integer\n",
       "0 <= XPort_of_HaifaPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XPort_of_HaifaPort_of_Beirut <= 1 Integer\n",
       "0 <= XPort_of_HaifaPort_of_Doha <= 1 Integer\n",
       "0 <= XPort_of_HaifaPort_of_Gaza <= 1 Integer\n",
       "0 <= XPort_of_HaifaPort_of_Haifa <= 1 Integer\n",
       "0 <= XPort_of_HaifaPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XPort_of_HaifaPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XPort_of_HaifaPort_of_Jeddah <= 1 Integer\n",
       "0 <= XPort_of_HaifaPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XPort_of_HaifaPort_of_Latakia <= 1 Integer\n",
       "0 <= XPort_of_HaifaPort_of_Mersin <= 1 Integer\n",
       "0 <= XPort_of_HaifaPort_of_Salalah <= 1 Integer\n",
       "0 <= XPort_of_HaifaPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XPort_of_HaifaPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XPort_of_HodeidahLarnaca_Port <= 1 Integer\n",
       "0 <= XPort_of_HodeidahMina_Salman <= 1 Integer\n",
       "0 <= XPort_of_HodeidahPort_of_Alexandria <= 1 Integer\n",
       "0 <= XPort_of_HodeidahPort_of_Aqaba <= 1 Integer\n",
       "0 <= XPort_of_HodeidahPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XPort_of_HodeidahPort_of_Beirut <= 1 Integer\n",
       "0 <= XPort_of_HodeidahPort_of_Doha <= 1 Integer\n",
       "0 <= XPort_of_HodeidahPort_of_Gaza <= 1 Integer\n",
       "0 <= XPort_of_HodeidahPort_of_Haifa <= 1 Integer\n",
       "0 <= XPort_of_HodeidahPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XPort_of_HodeidahPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XPort_of_HodeidahPort_of_Jeddah <= 1 Integer\n",
       "0 <= XPort_of_HodeidahPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XPort_of_HodeidahPort_of_Latakia <= 1 Integer\n",
       "0 <= XPort_of_HodeidahPort_of_Mersin <= 1 Integer\n",
       "0 <= XPort_of_HodeidahPort_of_Salalah <= 1 Integer\n",
       "0 <= XPort_of_HodeidahPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XPort_of_HodeidahPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliLarnaca_Port <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliMina_Salman <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliPort_of_Alexandria <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliPort_of_Aqaba <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliPort_of_Beirut <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliPort_of_Doha <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliPort_of_Gaza <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliPort_of_Haifa <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliPort_of_Jeddah <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliPort_of_Latakia <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliPort_of_Mersin <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliPort_of_Salalah <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XPort_of_JeddahLarnaca_Port <= 1 Integer\n",
       "0 <= XPort_of_JeddahMina_Salman <= 1 Integer\n",
       "0 <= XPort_of_JeddahPort_of_Alexandria <= 1 Integer\n",
       "0 <= XPort_of_JeddahPort_of_Aqaba <= 1 Integer\n",
       "0 <= XPort_of_JeddahPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XPort_of_JeddahPort_of_Beirut <= 1 Integer\n",
       "0 <= XPort_of_JeddahPort_of_Doha <= 1 Integer\n",
       "0 <= XPort_of_JeddahPort_of_Gaza <= 1 Integer\n",
       "0 <= XPort_of_JeddahPort_of_Haifa <= 1 Integer\n",
       "0 <= XPort_of_JeddahPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XPort_of_JeddahPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XPort_of_JeddahPort_of_Jeddah <= 1 Integer\n",
       "0 <= XPort_of_JeddahPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XPort_of_JeddahPort_of_Latakia <= 1 Integer\n",
       "0 <= XPort_of_JeddahPort_of_Mersin <= 1 Integer\n",
       "0 <= XPort_of_JeddahPort_of_Salalah <= 1 Integer\n",
       "0 <= XPort_of_JeddahPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XPort_of_JeddahPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizLarnaca_Port <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizMina_Salman <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizPort_of_Alexandria <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizPort_of_Aqaba <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizPort_of_Beirut <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizPort_of_Doha <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizPort_of_Gaza <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizPort_of_Haifa <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizPort_of_Jeddah <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizPort_of_Latakia <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizPort_of_Mersin <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizPort_of_Salalah <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XPort_of_LatakiaLarnaca_Port <= 1 Integer\n",
       "0 <= XPort_of_LatakiaMina_Salman <= 1 Integer\n",
       "0 <= XPort_of_LatakiaPort_of_Alexandria <= 1 Integer\n",
       "0 <= XPort_of_LatakiaPort_of_Aqaba <= 1 Integer\n",
       "0 <= XPort_of_LatakiaPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XPort_of_LatakiaPort_of_Beirut <= 1 Integer\n",
       "0 <= XPort_of_LatakiaPort_of_Doha <= 1 Integer\n",
       "0 <= XPort_of_LatakiaPort_of_Gaza <= 1 Integer\n",
       "0 <= XPort_of_LatakiaPort_of_Haifa <= 1 Integer\n",
       "0 <= XPort_of_LatakiaPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XPort_of_LatakiaPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XPort_of_LatakiaPort_of_Jeddah <= 1 Integer\n",
       "0 <= XPort_of_LatakiaPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XPort_of_LatakiaPort_of_Latakia <= 1 Integer\n",
       "0 <= XPort_of_LatakiaPort_of_Mersin <= 1 Integer\n",
       "0 <= XPort_of_LatakiaPort_of_Salalah <= 1 Integer\n",
       "0 <= XPort_of_LatakiaPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XPort_of_LatakiaPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XPort_of_MersinLarnaca_Port <= 1 Integer\n",
       "0 <= XPort_of_MersinMina_Salman <= 1 Integer\n",
       "0 <= XPort_of_MersinPort_of_Alexandria <= 1 Integer\n",
       "0 <= XPort_of_MersinPort_of_Aqaba <= 1 Integer\n",
       "0 <= XPort_of_MersinPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XPort_of_MersinPort_of_Beirut <= 1 Integer\n",
       "0 <= XPort_of_MersinPort_of_Doha <= 1 Integer\n",
       "0 <= XPort_of_MersinPort_of_Gaza <= 1 Integer\n",
       "0 <= XPort_of_MersinPort_of_Haifa <= 1 Integer\n",
       "0 <= XPort_of_MersinPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XPort_of_MersinPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XPort_of_MersinPort_of_Jeddah <= 1 Integer\n",
       "0 <= XPort_of_MersinPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XPort_of_MersinPort_of_Latakia <= 1 Integer\n",
       "0 <= XPort_of_MersinPort_of_Mersin <= 1 Integer\n",
       "0 <= XPort_of_MersinPort_of_Salalah <= 1 Integer\n",
       "0 <= XPort_of_MersinPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XPort_of_MersinPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XPort_of_SalalahLarnaca_Port <= 1 Integer\n",
       "0 <= XPort_of_SalalahMina_Salman <= 1 Integer\n",
       "0 <= XPort_of_SalalahPort_of_Alexandria <= 1 Integer\n",
       "0 <= XPort_of_SalalahPort_of_Aqaba <= 1 Integer\n",
       "0 <= XPort_of_SalalahPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XPort_of_SalalahPort_of_Beirut <= 1 Integer\n",
       "0 <= XPort_of_SalalahPort_of_Doha <= 1 Integer\n",
       "0 <= XPort_of_SalalahPort_of_Gaza <= 1 Integer\n",
       "0 <= XPort_of_SalalahPort_of_Haifa <= 1 Integer\n",
       "0 <= XPort_of_SalalahPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XPort_of_SalalahPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XPort_of_SalalahPort_of_Jeddah <= 1 Integer\n",
       "0 <= XPort_of_SalalahPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XPort_of_SalalahPort_of_Latakia <= 1 Integer\n",
       "0 <= XPort_of_SalalahPort_of_Mersin <= 1 Integer\n",
       "0 <= XPort_of_SalalahPort_of_Salalah <= 1 Integer\n",
       "0 <= XPort_of_SalalahPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XPort_of_SalalahPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhLarnaca_Port <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhMina_Salman <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhPort_of_Alexandria <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhPort_of_Aqaba <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhPort_of_Beirut <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhPort_of_Doha <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhPort_of_Gaza <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhPort_of_Haifa <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhPort_of_Jeddah <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhPort_of_Latakia <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhPort_of_Mersin <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhPort_of_Salalah <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrLarnaca_Port <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrMina_Salman <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrPort_of_Alexandria <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrPort_of_Aqaba <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrPort_of_Beirut <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrPort_of_Doha <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrPort_of_Gaza <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrPort_of_Haifa <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrPort_of_Jeddah <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrPort_of_Latakia <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrPort_of_Mersin <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrPort_of_Salalah <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrPort_of_Umm_Qasr <= 1 Integer"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Setting up constraints\n",
    "plant_numbers=2\n",
    "prob+= sum(X[i][i] for i in demand_points)==plant_numbers\n",
    "\n",
    "for j in demand_points:\n",
    "    prob+= sum(X[i][j] for i in demand_points)==1\n",
    "    \n",
    "for j in demand_points:\n",
    "    for i in demand_points:\n",
    "        prob+= X[i][j]<=X[i][i] \n",
    "        \n",
    "for i in demand_points:\n",
    "    prob+= sum(vehicle_demands[j]*X[i][j] for j in demand_points) <= 1250000\n",
    "        \n",
    "prob\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Saving the model to a lp file\n",
    "prob.writeLP(\"p-median.lp\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Status: Optimal\n",
      "Objective:  884639198.178489\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "{'XLarnaca_PortLarnaca_Port': 0.0,\n",
       " 'XLarnaca_PortMina_Salman': 0.0,\n",
       " 'XLarnaca_PortPort_of_Alexandria': 0.0,\n",
       " 'XLarnaca_PortPort_of_Aqaba': 0.0,\n",
       " 'XLarnaca_PortPort_of_Bandar_Abbas': 0.0,\n",
       " 'XLarnaca_PortPort_of_Beirut': 0.0,\n",
       " 'XLarnaca_PortPort_of_Doha': 0.0,\n",
       " 'XLarnaca_PortPort_of_Gaza': 0.0,\n",
       " 'XLarnaca_PortPort_of_Haifa': 0.0,\n",
       " 'XLarnaca_PortPort_of_Hodeidah': 0.0,\n",
       " 'XLarnaca_PortPort_of_Jebel_Ali': 0.0,\n",
       " 'XLarnaca_PortPort_of_Jeddah': 0.0,\n",
       " 'XLarnaca_PortPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XLarnaca_PortPort_of_Latakia': 0.0,\n",
       " 'XLarnaca_PortPort_of_Mersin': 0.0,\n",
       " 'XLarnaca_PortPort_of_Salalah': 0.0,\n",
       " 'XLarnaca_PortPort_of_Shuwaikh': 0.0,\n",
       " 'XLarnaca_PortPort_of_Umm_Qasr': 0.0,\n",
       " 'XMina_SalmanLarnaca_Port': 0.0,\n",
       " 'XMina_SalmanMina_Salman': 0.0,\n",
       " 'XMina_SalmanPort_of_Alexandria': 0.0,\n",
       " 'XMina_SalmanPort_of_Aqaba': 0.0,\n",
       " 'XMina_SalmanPort_of_Bandar_Abbas': 0.0,\n",
       " 'XMina_SalmanPort_of_Beirut': 0.0,\n",
       " 'XMina_SalmanPort_of_Doha': 0.0,\n",
       " 'XMina_SalmanPort_of_Gaza': 0.0,\n",
       " 'XMina_SalmanPort_of_Haifa': 0.0,\n",
       " 'XMina_SalmanPort_of_Hodeidah': 0.0,\n",
       " 'XMina_SalmanPort_of_Jebel_Ali': 0.0,\n",
       " 'XMina_SalmanPort_of_Jeddah': 0.0,\n",
       " 'XMina_SalmanPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XMina_SalmanPort_of_Latakia': 0.0,\n",
       " 'XMina_SalmanPort_of_Mersin': 0.0,\n",
       " 'XMina_SalmanPort_of_Salalah': 0.0,\n",
       " 'XMina_SalmanPort_of_Shuwaikh': 0.0,\n",
       " 'XMina_SalmanPort_of_Umm_Qasr': 0.0,\n",
       " 'XPort_of_AlexandriaLarnaca_Port': 0.0,\n",
       " 'XPort_of_AlexandriaMina_Salman': 0.0,\n",
       " 'XPort_of_AlexandriaPort_of_Alexandria': 0.0,\n",
       " 'XPort_of_AlexandriaPort_of_Aqaba': 0.0,\n",
       " 'XPort_of_AlexandriaPort_of_Bandar_Abbas': 0.0,\n",
       " 'XPort_of_AlexandriaPort_of_Beirut': 0.0,\n",
       " 'XPort_of_AlexandriaPort_of_Doha': 0.0,\n",
       " 'XPort_of_AlexandriaPort_of_Gaza': 0.0,\n",
       " 'XPort_of_AlexandriaPort_of_Haifa': 0.0,\n",
       " 'XPort_of_AlexandriaPort_of_Hodeidah': 0.0,\n",
       " 'XPort_of_AlexandriaPort_of_Jebel_Ali': 0.0,\n",
       " 'XPort_of_AlexandriaPort_of_Jeddah': 0.0,\n",
       " 'XPort_of_AlexandriaPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XPort_of_AlexandriaPort_of_Latakia': 0.0,\n",
       " 'XPort_of_AlexandriaPort_of_Mersin': 0.0,\n",
       " 'XPort_of_AlexandriaPort_of_Salalah': 0.0,\n",
       " 'XPort_of_AlexandriaPort_of_Shuwaikh': 0.0,\n",
       " 'XPort_of_AlexandriaPort_of_Umm_Qasr': 0.0,\n",
       " 'XPort_of_AqabaLarnaca_Port': 0.0,\n",
       " 'XPort_of_AqabaMina_Salman': 0.0,\n",
       " 'XPort_of_AqabaPort_of_Alexandria': 0.0,\n",
       " 'XPort_of_AqabaPort_of_Aqaba': 0.0,\n",
       " 'XPort_of_AqabaPort_of_Bandar_Abbas': 0.0,\n",
       " 'XPort_of_AqabaPort_of_Beirut': 0.0,\n",
       " 'XPort_of_AqabaPort_of_Doha': 0.0,\n",
       " 'XPort_of_AqabaPort_of_Gaza': 0.0,\n",
       " 'XPort_of_AqabaPort_of_Haifa': 0.0,\n",
       " 'XPort_of_AqabaPort_of_Hodeidah': 0.0,\n",
       " 'XPort_of_AqabaPort_of_Jebel_Ali': 0.0,\n",
       " 'XPort_of_AqabaPort_of_Jeddah': 0.0,\n",
       " 'XPort_of_AqabaPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XPort_of_AqabaPort_of_Latakia': 0.0,\n",
       " 'XPort_of_AqabaPort_of_Mersin': 0.0,\n",
       " 'XPort_of_AqabaPort_of_Salalah': 0.0,\n",
       " 'XPort_of_AqabaPort_of_Shuwaikh': 0.0,\n",
       " 'XPort_of_AqabaPort_of_Umm_Qasr': 0.0,\n",
       " 'XPort_of_Bandar_AbbasLarnaca_Port': 0.0,\n",
       " 'XPort_of_Bandar_AbbasMina_Salman': 0.0,\n",
       " 'XPort_of_Bandar_AbbasPort_of_Alexandria': 0.0,\n",
       " 'XPort_of_Bandar_AbbasPort_of_Aqaba': 0.0,\n",
       " 'XPort_of_Bandar_AbbasPort_of_Bandar_Abbas': 0.0,\n",
       " 'XPort_of_Bandar_AbbasPort_of_Beirut': 0.0,\n",
       " 'XPort_of_Bandar_AbbasPort_of_Doha': 0.0,\n",
       " 'XPort_of_Bandar_AbbasPort_of_Gaza': 0.0,\n",
       " 'XPort_of_Bandar_AbbasPort_of_Haifa': 0.0,\n",
       " 'XPort_of_Bandar_AbbasPort_of_Hodeidah': 0.0,\n",
       " 'XPort_of_Bandar_AbbasPort_of_Jebel_Ali': 0.0,\n",
       " 'XPort_of_Bandar_AbbasPort_of_Jeddah': 0.0,\n",
       " 'XPort_of_Bandar_AbbasPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XPort_of_Bandar_AbbasPort_of_Latakia': 0.0,\n",
       " 'XPort_of_Bandar_AbbasPort_of_Mersin': 0.0,\n",
       " 'XPort_of_Bandar_AbbasPort_of_Salalah': 0.0,\n",
       " 'XPort_of_Bandar_AbbasPort_of_Shuwaikh': 0.0,\n",
       " 'XPort_of_Bandar_AbbasPort_of_Umm_Qasr': 0.0,\n",
       " 'XPort_of_BeirutLarnaca_Port': 0.0,\n",
       " 'XPort_of_BeirutMina_Salman': 0.0,\n",
       " 'XPort_of_BeirutPort_of_Alexandria': 0.0,\n",
       " 'XPort_of_BeirutPort_of_Aqaba': 0.0,\n",
       " 'XPort_of_BeirutPort_of_Bandar_Abbas': 0.0,\n",
       " 'XPort_of_BeirutPort_of_Beirut': 0.0,\n",
       " 'XPort_of_BeirutPort_of_Doha': 0.0,\n",
       " 'XPort_of_BeirutPort_of_Gaza': 0.0,\n",
       " 'XPort_of_BeirutPort_of_Haifa': 0.0,\n",
       " 'XPort_of_BeirutPort_of_Hodeidah': 0.0,\n",
       " 'XPort_of_BeirutPort_of_Jebel_Ali': 0.0,\n",
       " 'XPort_of_BeirutPort_of_Jeddah': 0.0,\n",
       " 'XPort_of_BeirutPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XPort_of_BeirutPort_of_Latakia': 0.0,\n",
       " 'XPort_of_BeirutPort_of_Mersin': 0.0,\n",
       " 'XPort_of_BeirutPort_of_Salalah': 0.0,\n",
       " 'XPort_of_BeirutPort_of_Shuwaikh': 0.0,\n",
       " 'XPort_of_BeirutPort_of_Umm_Qasr': 0.0,\n",
       " 'XPort_of_DohaLarnaca_Port': 0.0,\n",
       " 'XPort_of_DohaMina_Salman': 0.0,\n",
       " 'XPort_of_DohaPort_of_Alexandria': 0.0,\n",
       " 'XPort_of_DohaPort_of_Aqaba': 0.0,\n",
       " 'XPort_of_DohaPort_of_Bandar_Abbas': 0.0,\n",
       " 'XPort_of_DohaPort_of_Beirut': 0.0,\n",
       " 'XPort_of_DohaPort_of_Doha': 0.0,\n",
       " 'XPort_of_DohaPort_of_Gaza': 0.0,\n",
       " 'XPort_of_DohaPort_of_Haifa': 0.0,\n",
       " 'XPort_of_DohaPort_of_Hodeidah': 0.0,\n",
       " 'XPort_of_DohaPort_of_Jebel_Ali': 0.0,\n",
       " 'XPort_of_DohaPort_of_Jeddah': 0.0,\n",
       " 'XPort_of_DohaPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XPort_of_DohaPort_of_Latakia': 0.0,\n",
       " 'XPort_of_DohaPort_of_Mersin': 0.0,\n",
       " 'XPort_of_DohaPort_of_Salalah': 0.0,\n",
       " 'XPort_of_DohaPort_of_Shuwaikh': 0.0,\n",
       " 'XPort_of_DohaPort_of_Umm_Qasr': 0.0,\n",
       " 'XPort_of_GazaLarnaca_Port': 0.0,\n",
       " 'XPort_of_GazaMina_Salman': 0.0,\n",
       " 'XPort_of_GazaPort_of_Alexandria': 0.0,\n",
       " 'XPort_of_GazaPort_of_Aqaba': 0.0,\n",
       " 'XPort_of_GazaPort_of_Bandar_Abbas': 0.0,\n",
       " 'XPort_of_GazaPort_of_Beirut': 0.0,\n",
       " 'XPort_of_GazaPort_of_Doha': 0.0,\n",
       " 'XPort_of_GazaPort_of_Gaza': 0.0,\n",
       " 'XPort_of_GazaPort_of_Haifa': 0.0,\n",
       " 'XPort_of_GazaPort_of_Hodeidah': 0.0,\n",
       " 'XPort_of_GazaPort_of_Jebel_Ali': 0.0,\n",
       " 'XPort_of_GazaPort_of_Jeddah': 0.0,\n",
       " 'XPort_of_GazaPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XPort_of_GazaPort_of_Latakia': 0.0,\n",
       " 'XPort_of_GazaPort_of_Mersin': 0.0,\n",
       " 'XPort_of_GazaPort_of_Salalah': 0.0,\n",
       " 'XPort_of_GazaPort_of_Shuwaikh': 0.0,\n",
       " 'XPort_of_GazaPort_of_Umm_Qasr': 0.0,\n",
       " 'XPort_of_HaifaLarnaca_Port': 1.0,\n",
       " 'XPort_of_HaifaMina_Salman': 0.0,\n",
       " 'XPort_of_HaifaPort_of_Alexandria': 1.0,\n",
       " 'XPort_of_HaifaPort_of_Aqaba': 1.0,\n",
       " 'XPort_of_HaifaPort_of_Bandar_Abbas': 0.0,\n",
       " 'XPort_of_HaifaPort_of_Beirut': 1.0,\n",
       " 'XPort_of_HaifaPort_of_Doha': 0.0,\n",
       " 'XPort_of_HaifaPort_of_Gaza': 1.0,\n",
       " 'XPort_of_HaifaPort_of_Haifa': 1.0,\n",
       " 'XPort_of_HaifaPort_of_Hodeidah': 0.0,\n",
       " 'XPort_of_HaifaPort_of_Jebel_Ali': 0.0,\n",
       " 'XPort_of_HaifaPort_of_Jeddah': 1.0,\n",
       " 'XPort_of_HaifaPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XPort_of_HaifaPort_of_Latakia': 1.0,\n",
       " 'XPort_of_HaifaPort_of_Mersin': 1.0,\n",
       " 'XPort_of_HaifaPort_of_Salalah': 0.0,\n",
       " 'XPort_of_HaifaPort_of_Shuwaikh': 0.0,\n",
       " 'XPort_of_HaifaPort_of_Umm_Qasr': 1.0,\n",
       " 'XPort_of_HodeidahLarnaca_Port': 0.0,\n",
       " 'XPort_of_HodeidahMina_Salman': 0.0,\n",
       " 'XPort_of_HodeidahPort_of_Alexandria': 0.0,\n",
       " 'XPort_of_HodeidahPort_of_Aqaba': 0.0,\n",
       " 'XPort_of_HodeidahPort_of_Bandar_Abbas': 0.0,\n",
       " 'XPort_of_HodeidahPort_of_Beirut': 0.0,\n",
       " 'XPort_of_HodeidahPort_of_Doha': 0.0,\n",
       " 'XPort_of_HodeidahPort_of_Gaza': 0.0,\n",
       " 'XPort_of_HodeidahPort_of_Haifa': 0.0,\n",
       " 'XPort_of_HodeidahPort_of_Hodeidah': 0.0,\n",
       " 'XPort_of_HodeidahPort_of_Jebel_Ali': 0.0,\n",
       " 'XPort_of_HodeidahPort_of_Jeddah': 0.0,\n",
       " 'XPort_of_HodeidahPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XPort_of_HodeidahPort_of_Latakia': 0.0,\n",
       " 'XPort_of_HodeidahPort_of_Mersin': 0.0,\n",
       " 'XPort_of_HodeidahPort_of_Salalah': 0.0,\n",
       " 'XPort_of_HodeidahPort_of_Shuwaikh': 0.0,\n",
       " 'XPort_of_HodeidahPort_of_Umm_Qasr': 0.0,\n",
       " 'XPort_of_Jebel_AliLarnaca_Port': 0.0,\n",
       " 'XPort_of_Jebel_AliMina_Salman': 1.0,\n",
       " 'XPort_of_Jebel_AliPort_of_Alexandria': 0.0,\n",
       " 'XPort_of_Jebel_AliPort_of_Aqaba': 0.0,\n",
       " 'XPort_of_Jebel_AliPort_of_Bandar_Abbas': 1.0,\n",
       " 'XPort_of_Jebel_AliPort_of_Beirut': 0.0,\n",
       " 'XPort_of_Jebel_AliPort_of_Doha': 1.0,\n",
       " 'XPort_of_Jebel_AliPort_of_Gaza': 0.0,\n",
       " 'XPort_of_Jebel_AliPort_of_Haifa': 0.0,\n",
       " 'XPort_of_Jebel_AliPort_of_Hodeidah': 1.0,\n",
       " 'XPort_of_Jebel_AliPort_of_Jebel_Ali': 1.0,\n",
       " 'XPort_of_Jebel_AliPort_of_Jeddah': 0.0,\n",
       " 'XPort_of_Jebel_AliPort_of_King_Abdul_Aziz': 1.0,\n",
       " 'XPort_of_Jebel_AliPort_of_Latakia': 0.0,\n",
       " 'XPort_of_Jebel_AliPort_of_Mersin': 0.0,\n",
       " 'XPort_of_Jebel_AliPort_of_Salalah': 1.0,\n",
       " 'XPort_of_Jebel_AliPort_of_Shuwaikh': 1.0,\n",
       " 'XPort_of_Jebel_AliPort_of_Umm_Qasr': 0.0,\n",
       " 'XPort_of_JeddahLarnaca_Port': 0.0,\n",
       " 'XPort_of_JeddahMina_Salman': 0.0,\n",
       " 'XPort_of_JeddahPort_of_Alexandria': 0.0,\n",
       " 'XPort_of_JeddahPort_of_Aqaba': 0.0,\n",
       " 'XPort_of_JeddahPort_of_Bandar_Abbas': 0.0,\n",
       " 'XPort_of_JeddahPort_of_Beirut': 0.0,\n",
       " 'XPort_of_JeddahPort_of_Doha': 0.0,\n",
       " 'XPort_of_JeddahPort_of_Gaza': 0.0,\n",
       " 'XPort_of_JeddahPort_of_Haifa': 0.0,\n",
       " 'XPort_of_JeddahPort_of_Hodeidah': 0.0,\n",
       " 'XPort_of_JeddahPort_of_Jebel_Ali': 0.0,\n",
       " 'XPort_of_JeddahPort_of_Jeddah': 0.0,\n",
       " 'XPort_of_JeddahPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XPort_of_JeddahPort_of_Latakia': 0.0,\n",
       " 'XPort_of_JeddahPort_of_Mersin': 0.0,\n",
       " 'XPort_of_JeddahPort_of_Salalah': 0.0,\n",
       " 'XPort_of_JeddahPort_of_Shuwaikh': 0.0,\n",
       " 'XPort_of_JeddahPort_of_Umm_Qasr': 0.0,\n",
       " 'XPort_of_King_Abdul_AzizLarnaca_Port': 0.0,\n",
       " 'XPort_of_King_Abdul_AzizMina_Salman': 0.0,\n",
       " 'XPort_of_King_Abdul_AzizPort_of_Alexandria': 0.0,\n",
       " 'XPort_of_King_Abdul_AzizPort_of_Aqaba': 0.0,\n",
       " 'XPort_of_King_Abdul_AzizPort_of_Bandar_Abbas': 0.0,\n",
       " 'XPort_of_King_Abdul_AzizPort_of_Beirut': 0.0,\n",
       " 'XPort_of_King_Abdul_AzizPort_of_Doha': 0.0,\n",
       " 'XPort_of_King_Abdul_AzizPort_of_Gaza': 0.0,\n",
       " 'XPort_of_King_Abdul_AzizPort_of_Haifa': 0.0,\n",
       " 'XPort_of_King_Abdul_AzizPort_of_Hodeidah': 0.0,\n",
       " 'XPort_of_King_Abdul_AzizPort_of_Jebel_Ali': 0.0,\n",
       " 'XPort_of_King_Abdul_AzizPort_of_Jeddah': 0.0,\n",
       " 'XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XPort_of_King_Abdul_AzizPort_of_Latakia': 0.0,\n",
       " 'XPort_of_King_Abdul_AzizPort_of_Mersin': 0.0,\n",
       " 'XPort_of_King_Abdul_AzizPort_of_Salalah': 0.0,\n",
       " 'XPort_of_King_Abdul_AzizPort_of_Shuwaikh': 0.0,\n",
       " 'XPort_of_King_Abdul_AzizPort_of_Umm_Qasr': 0.0,\n",
       " 'XPort_of_LatakiaLarnaca_Port': 0.0,\n",
       " 'XPort_of_LatakiaMina_Salman': 0.0,\n",
       " 'XPort_of_LatakiaPort_of_Alexandria': 0.0,\n",
       " 'XPort_of_LatakiaPort_of_Aqaba': 0.0,\n",
       " 'XPort_of_LatakiaPort_of_Bandar_Abbas': 0.0,\n",
       " 'XPort_of_LatakiaPort_of_Beirut': 0.0,\n",
       " 'XPort_of_LatakiaPort_of_Doha': 0.0,\n",
       " 'XPort_of_LatakiaPort_of_Gaza': 0.0,\n",
       " 'XPort_of_LatakiaPort_of_Haifa': 0.0,\n",
       " 'XPort_of_LatakiaPort_of_Hodeidah': 0.0,\n",
       " 'XPort_of_LatakiaPort_of_Jebel_Ali': 0.0,\n",
       " 'XPort_of_LatakiaPort_of_Jeddah': 0.0,\n",
       " 'XPort_of_LatakiaPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XPort_of_LatakiaPort_of_Latakia': 0.0,\n",
       " 'XPort_of_LatakiaPort_of_Mersin': 0.0,\n",
       " 'XPort_of_LatakiaPort_of_Salalah': 0.0,\n",
       " 'XPort_of_LatakiaPort_of_Shuwaikh': 0.0,\n",
       " 'XPort_of_LatakiaPort_of_Umm_Qasr': 0.0,\n",
       " 'XPort_of_MersinLarnaca_Port': 0.0,\n",
       " 'XPort_of_MersinMina_Salman': 0.0,\n",
       " 'XPort_of_MersinPort_of_Alexandria': 0.0,\n",
       " 'XPort_of_MersinPort_of_Aqaba': 0.0,\n",
       " 'XPort_of_MersinPort_of_Bandar_Abbas': 0.0,\n",
       " 'XPort_of_MersinPort_of_Beirut': 0.0,\n",
       " 'XPort_of_MersinPort_of_Doha': 0.0,\n",
       " 'XPort_of_MersinPort_of_Gaza': 0.0,\n",
       " 'XPort_of_MersinPort_of_Haifa': 0.0,\n",
       " 'XPort_of_MersinPort_of_Hodeidah': 0.0,\n",
       " 'XPort_of_MersinPort_of_Jebel_Ali': 0.0,\n",
       " 'XPort_of_MersinPort_of_Jeddah': 0.0,\n",
       " 'XPort_of_MersinPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XPort_of_MersinPort_of_Latakia': 0.0,\n",
       " 'XPort_of_MersinPort_of_Mersin': 0.0,\n",
       " 'XPort_of_MersinPort_of_Salalah': 0.0,\n",
       " 'XPort_of_MersinPort_of_Shuwaikh': 0.0,\n",
       " 'XPort_of_MersinPort_of_Umm_Qasr': 0.0,\n",
       " 'XPort_of_SalalahLarnaca_Port': 0.0,\n",
       " 'XPort_of_SalalahMina_Salman': 0.0,\n",
       " 'XPort_of_SalalahPort_of_Alexandria': 0.0,\n",
       " 'XPort_of_SalalahPort_of_Aqaba': 0.0,\n",
       " 'XPort_of_SalalahPort_of_Bandar_Abbas': 0.0,\n",
       " 'XPort_of_SalalahPort_of_Beirut': 0.0,\n",
       " 'XPort_of_SalalahPort_of_Doha': 0.0,\n",
       " 'XPort_of_SalalahPort_of_Gaza': 0.0,\n",
       " 'XPort_of_SalalahPort_of_Haifa': 0.0,\n",
       " 'XPort_of_SalalahPort_of_Hodeidah': 0.0,\n",
       " 'XPort_of_SalalahPort_of_Jebel_Ali': 0.0,\n",
       " 'XPort_of_SalalahPort_of_Jeddah': 0.0,\n",
       " 'XPort_of_SalalahPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XPort_of_SalalahPort_of_Latakia': 0.0,\n",
       " 'XPort_of_SalalahPort_of_Mersin': 0.0,\n",
       " 'XPort_of_SalalahPort_of_Salalah': 0.0,\n",
       " 'XPort_of_SalalahPort_of_Shuwaikh': 0.0,\n",
       " 'XPort_of_SalalahPort_of_Umm_Qasr': 0.0,\n",
       " 'XPort_of_ShuwaikhLarnaca_Port': 0.0,\n",
       " 'XPort_of_ShuwaikhMina_Salman': 0.0,\n",
       " 'XPort_of_ShuwaikhPort_of_Alexandria': 0.0,\n",
       " 'XPort_of_ShuwaikhPort_of_Aqaba': 0.0,\n",
       " 'XPort_of_ShuwaikhPort_of_Bandar_Abbas': 0.0,\n",
       " 'XPort_of_ShuwaikhPort_of_Beirut': 0.0,\n",
       " 'XPort_of_ShuwaikhPort_of_Doha': 0.0,\n",
       " 'XPort_of_ShuwaikhPort_of_Gaza': 0.0,\n",
       " 'XPort_of_ShuwaikhPort_of_Haifa': 0.0,\n",
       " 'XPort_of_ShuwaikhPort_of_Hodeidah': 0.0,\n",
       " 'XPort_of_ShuwaikhPort_of_Jebel_Ali': 0.0,\n",
       " 'XPort_of_ShuwaikhPort_of_Jeddah': 0.0,\n",
       " 'XPort_of_ShuwaikhPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XPort_of_ShuwaikhPort_of_Latakia': 0.0,\n",
       " 'XPort_of_ShuwaikhPort_of_Mersin': 0.0,\n",
       " 'XPort_of_ShuwaikhPort_of_Salalah': 0.0,\n",
       " 'XPort_of_ShuwaikhPort_of_Shuwaikh': 0.0,\n",
       " 'XPort_of_ShuwaikhPort_of_Umm_Qasr': 0.0,\n",
       " 'XPort_of_Umm_QasrLarnaca_Port': 0.0,\n",
       " 'XPort_of_Umm_QasrMina_Salman': 0.0,\n",
       " 'XPort_of_Umm_QasrPort_of_Alexandria': 0.0,\n",
       " 'XPort_of_Umm_QasrPort_of_Aqaba': 0.0,\n",
       " 'XPort_of_Umm_QasrPort_of_Bandar_Abbas': 0.0,\n",
       " 'XPort_of_Umm_QasrPort_of_Beirut': 0.0,\n",
       " 'XPort_of_Umm_QasrPort_of_Doha': 0.0,\n",
       " 'XPort_of_Umm_QasrPort_of_Gaza': 0.0,\n",
       " 'XPort_of_Umm_QasrPort_of_Haifa': 0.0,\n",
       " 'XPort_of_Umm_QasrPort_of_Hodeidah': 0.0,\n",
       " 'XPort_of_Umm_QasrPort_of_Jebel_Ali': 0.0,\n",
       " 'XPort_of_Umm_QasrPort_of_Jeddah': 0.0,\n",
       " 'XPort_of_Umm_QasrPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XPort_of_Umm_QasrPort_of_Latakia': 0.0,\n",
       " 'XPort_of_Umm_QasrPort_of_Mersin': 0.0,\n",
       " 'XPort_of_Umm_QasrPort_of_Salalah': 0.0,\n",
       " 'XPort_of_Umm_QasrPort_of_Shuwaikh': 0.0,\n",
       " 'XPort_of_Umm_QasrPort_of_Umm_Qasr': 0.0}"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Solving the model\n",
    "\n",
    "prob.solve()\n",
    "\n",
    "print(\"Status:\",LpStatus[prob.status]) \n",
    "print(\"Objective: \",value(prob.objective))\n",
    "varsdict = {}\n",
    "for v in prob.variables():\n",
    "    varsdict[v.name] = v.varValue\n",
    "varsdict "
   ]
  }
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